EDA Master Control

Author

Josh, Joel, Corinn, Gaby

Published

February 17, 2026

Introduction

Business Problem

MasterControl is a SaaS provider offering two core software suites: QX (Quality Solutions) and MX (Manufacturing Solutions). While QX has over 20 years of market maturity, MX is a newer offering launched approximately four years ago. MX currently underperforms QX with a 12.7% lead progression rate, compared to 19.7% for QX. Leadership believes the current targeting strategy results in sales pursuing leads that are less likely to convert, creating missed opportunities and inefficient resource allocation.

Analytic Problem

Our analytic task is to identify the industries, company characteristics, and job titles associated with higher MX progression rates. The target variable is Lead Outcome, where a lead is considered successful if it reached SQL, SQO, or Won.

The goal of EDA is to:
- Understand the structure and quality of the data
- Examine relationships between lead attributes and Lead Outcome
- Identify which features appear predictive and should be prioritized in modeling
- Detect missingness, inconsistency, and outlier behavior

Scope

The output of this project will be recommendations for: - Which industries to target
- Which job titles represent high-value decision makers
- How Marketing and Sales can prioritize outreach for the MX product
- Improvements to prospect data-capture on the MasterControl website

Predicting churn or customer retention is out of scope.

Success Metrics

  • Primary metric: Lead progression rate (SQL/SQO/Won)
  • Goal: Increase MX progression from 12.7% → 16–18%, moving toward the QX benchmark of 19.7%

Success means enabling MasterControl Sales to focus on high-potential profiles that historically progress at above-average rates.

Project Management

Team members include Corinn, Josh, Joel, and Gaby, meeting weekly with the following milestones:
- Feb 1 — Business problem statement finalized
- Feb 22 — EDA complete
- Mar 22 — Modeling & evaluation
- Apr 8 — Final presentation


Questions to Guide EDA

  1. Data Quality
    • What variables exist? How many leads?
    • Are job titles and industry columns clean or messy?
    • Which variables have missing values?
    • Is the missing data random, or does it follow a pattern?
    • Are there any duplicate leads?
  2. Target Variable
    • What is the overall MX success rate?
    • Is the target imbalanced?
  3. Job Titles
    • Which job title patterns (e.g., Director, Manager, Engineer) appear most in converted leads?
    • Which technical/manufacturing roles convert best?
  4. Industry
    • Which industries show the highest conversion rates?
    • Are specific NAICS groups highly predictive?
    • Can differences between conversion rates of the products be explained by industry differences?
  5. Account Characteristics
    • Do company size, revenue, or region relate to successful MX outcomes?
  6. Interactions
    • Do specific title + industry combinations show high conversion?
  7. Modeling Implications
    • Which variables look most promising?
    • Which variables need transformations or cleaning?

Data Exploration

Setup

# install.packages
pacman::p_load(tidyverse,stringr,tidytext,quanteda,quanteda.textplots,janitor,skimr,recipes,
               cluster,factoextra,FactoMineR,proxy,dendextend,pheatmap,Rtsne,fpc)

Load Data

# Load Data
leads <- read_csv("QAL Performance for MSBA.csv")


# Basic structure
dim(leads)
[1] 16815    14
glimpse(leads)
Rows: 16,815
Columns: 14
$ `acct primary site function`   <chr> "Food and beverage", "Small-molecule AP…
$ `acct manufacturing model`     <chr> "Consumer Packaged Goods", "In-House", …
$ `acct target industry`         <chr> "Non-Life Science", "Pharma & BioTech",…
$ `contact/lead title`           <chr> "QA Manager", "VP Quality&Regulatory Af…
$ `QAL ID`                       <chr> "a0dPQ000005WbfuYAC", "a0dPQ000008ye7dY…
$ `contact/lead id`              <chr> "0030c00002XPeNGAA1", "0030c00002XR1uPA…
$ next_stage__c                  <chr> "SQL", "Recycled", "Recycled", "Recycle…
$ Priority                       <chr> "P1 - Webinar Demo", "No Priority", "Pr…
$ `acct territory rollup`        <chr> "Americas", "EMEA", "EMEA", "EMEA", "Am…
$ `acct tier rollup`             <chr> "Medium", "Medium", "Small", "Small", "…
$ solution                       <chr> "Mx", "Qx", "Qx", "Qx", "Mx", "Mx", "Qx…
$ solution_rollup                <chr> "Mx", "Qx", "Qx", "Qx", "Mx", "Mx", "Qx…
$ `last tactic campaign channel` <chr> "Online Ads", "Outbound Prospecting", "…
$ `qal cohort date`              <date> 2025-06-16, 2025-09-19, 2024-02-22, 20…
# Clean column names for easier coding
leads <- clean_names(leads)
names(leads)
 [1] "acct_primary_site_function"   "acct_manufacturing_model"    
 [3] "acct_target_industry"         "contact_lead_title"          
 [5] "qal_id"                       "contact_lead_id"             
 [7] "next_stage_c"                 "priority"                    
 [9] "acct_territory_rollup"        "acct_tier_rollup"            
[11] "solution"                     "solution_rollup"             
[13] "last_tactic_campaign_channel" "qal_cohort_date"             
# Quick preview
head(leads)
# A tibble: 6 × 14
  acct_primary_site_function acct_manufacturing_model acct_target_industry
  <chr>                      <chr>                    <chr>               
1 Food and beverage          Consumer Packaged Goods  Non-Life Science    
2 Small-molecule API         In-House                 Pharma & BioTech    
3 Sterile injectables        In-House                 Pharma & BioTech    
4 Sterile injectables        In-House                 Pharma & BioTech    
5 Biologic API               In-House                 Pharma & BioTech    
6 Surgical instruments       In-House                 Medical Device      
# ℹ 11 more variables: contact_lead_title <chr>, qal_id <chr>,
#   contact_lead_id <chr>, next_stage_c <chr>, priority <chr>,
#   acct_territory_rollup <chr>, acct_tier_rollup <chr>, solution <chr>,
#   solution_rollup <chr>, last_tactic_campaign_channel <chr>,
#   qal_cohort_date <date>
# Basic summary statistics
summary(leads)
 acct_primary_site_function acct_manufacturing_model acct_target_industry
 Length:16815               Length:16815             Length:16815        
 Class :character           Class :character         Class :character    
 Mode  :character           Mode  :character         Mode  :character    
                                                                         
                                                                         
                                                                         
 contact_lead_title    qal_id          contact_lead_id    next_stage_c      
 Length:16815       Length:16815       Length:16815       Length:16815      
 Class :character   Class :character   Class :character   Class :character  
 Mode  :character   Mode  :character   Mode  :character   Mode  :character  
                                                                            
                                                                            
                                                                            
   priority         acct_territory_rollup acct_tier_rollup     solution        
 Length:16815       Length:16815          Length:16815       Length:16815      
 Class :character   Class :character      Class :character   Class :character  
 Mode  :character   Mode  :character      Mode  :character   Mode  :character  
                                                                               
                                                                               
                                                                               
 solution_rollup    last_tactic_campaign_channel qal_cohort_date     
 Length:16815       Length:16815                 Min.   :2024-01-01  
 Class :character   Class :character             1st Qu.:2024-05-22  
 Mode  :character   Mode  :character             Median :2024-12-03  
                                                 Mean   :2024-12-02  
                                                 3rd Qu.:2025-06-05  
                                                 Max.   :2026-01-05  
# Check missing values 
colSums(is.na(leads))
  acct_primary_site_function     acct_manufacturing_model 
                        6877                         6875 
        acct_target_industry           contact_lead_title 
                          45                         6408 
                      qal_id              contact_lead_id 
                           0                            3 
                next_stage_c                     priority 
                         483                            0 
       acct_territory_rollup             acct_tier_rollup 
                         133                           45 
                    solution              solution_rollup 
                           0                            0 
last_tactic_campaign_channel              qal_cohort_date 
                           0                            0 
#view data set
#view(leads)

# Check for duplicate rows by qal_id
sum(duplicated(leads$qal_id))
[1] 0
# Check which leads are duplicated
leads$qal_id[duplicated(leads$qal_id)]
character(0)

Dataset Overview

The leads dataset contains 16,815 rows and 14 columns. Each row represents a Qualified Account Lead (QAL) for MasterControl. After cleaning column names, the primary fields fall into the following categories:

Account / site context:

  • acct_primary_site_function: describes the primary activity at the customer site (e.g., Food and beverage, Small-molecule API, Sterile injectables).
  • acct_manufacturing_model: indicates how manufacturing is managed (e.g., Consumer Packaged Goods, In-House, Hospital/Investor model).
  • acct_target_industry: the industry segment of the account (e.g., Pharma & BioTech, Medical Device, Non-Life Science).

Contact-level information:

  • contact_lead_title: the job title of the lead or contact (e.g., QA Manager, VP Quality & Regulatory Affairs).
  • contact_lead_id: identifier for the individual contact; may repeat if a person is tied to multiple QAL records.

QAL identifiers and lead outcomes:

  • qal_id: unique identifier for the QAL record.
  • next_stage_c: the lead outcome or progression stage (e.g., SQL, SQO, Won, Recycled). This is our target variable identifier. This will be converted into a binary success indicator for modeling.

Account segmentation and territory:

  • acct_territory_rollup: geographic region (Americas, EMEA, APAC & Oceania).
  • acct_tier_rollup: account size/tier (Small, Medium, Large), useful for segmentation.

Product and marketing channel:

  • solution: specific MasterControl product family engaged (Mx, Qx, Ax, Logbooks).
  • solution_rollup: product family grouping used to distinguish MX from QX.
  • last_tactic_campaign_channel: most recent marketing touchpoint (e.g., Email, Online Ads, Outbound Prospecting).

Time

  • qal_cohort_date: date when the QAL entered the pipeline, ranging from early 2024 to early 2026.

All variables except the cohort date are categorical and will be treated as factors during modeling. The dataset includes a mix of account attributes, contact information, product engagement, and progression outcomes—providing multiple angles to explore what drives higher MX success. There are 0 duplicated leads in the dataset, meaning every qal_id is unique, therefore no leads were imputed twice and will only be counted once in analysis. The next step is to evaluate missingness and data quality across these fields to understand how each variable will behave in downstream analysis.

Missing Data

# Count missing values per column
missing_values <- leads %>%
  summarise(across(everything(), ~ sum(is.na(.)))) %>%
  pivot_longer(cols = everything(),
               names_to = "variable",
               values_to = "n_missing") %>%
  mutate(
    pct_missing = 100 * n_missing / nrow(leads)
  ) %>%
  arrange(desc(pct_missing))

missing_values
# A tibble: 14 × 3
   variable                     n_missing pct_missing
   <chr>                            <int>       <dbl>
 1 acct_primary_site_function        6877     40.9   
 2 acct_manufacturing_model          6875     40.9   
 3 contact_lead_title                6408     38.1   
 4 next_stage_c                       483      2.87  
 5 acct_territory_rollup              133      0.791 
 6 acct_target_industry                45      0.268 
 7 acct_tier_rollup                    45      0.268 
 8 contact_lead_id                      3      0.0178
 9 qal_id                               0      0     
10 priority                             0      0     
11 solution                             0      0     
12 solution_rollup                      0      0     
13 last_tactic_campaign_channel         0      0     
14 qal_cohort_date                      0      0     

Missing Data Overview

The dataset contains several fields with notable missingness. The table below shows the number and percentage of missing values for each variable. Three variables have substantial missingness:

  • acct_primary_site_function — 40.9% missing
  • acct_manufacturing_model — 40.9% missing
  • contact_lead_title — 38.1% missing

These three variables represent important account and contact attributes. Their high level of missingness suggests that many QAL records lack basic information about what the site does, how it manufactures, or who the contact person is. Because job titles are central to this project, the missingness in contact_lead_title will be especially important in modeling and may require grouping into an “Unknown” category.

Moderate missingness appears in:

  • next_stage_c — 2.87% missing
    These records have no known lead outcome and will be excluded when computing success rates.

  • acct_territory_rollup — 0.79% missing

Low missingness (less than 0.3%) appears in:

  • acct_target_industry (45 missing)
  • acct_tier_rollup (45 missing)
  • contact_lead_id (3 missing)

These complete variables can be used reliably for segmentation and cohort-based analysis.

Overall, the missing data pattern indicates that contact and site-level details are inconsistently collected, while product, territory, and outcome fields are much more complete. For modeling, we will likely need to consolidate missing categories rather than impute them, since these fields represent high-cardinality categorical attributes.

Verify Missing Values

According to the data dictionary, the percentage of missing information across variables is minimal, with the exception of job titles. Specifically, the documentation reports:

  • contact/lead title: 29.21% missing
  • **next_stage__c:** 2.37% missing
  • acct_territory_rollup: 0.79% missing
  • acct_manufacturing_model: 0.61% missing
  • acct_primary_site_function: 0.36% missing
  • All other variables: less than 0.3% missing

Based on this documentation, account-level variables such as industry, manufacturing model, and site function are expected to be highly complete and reliable for segmentation analysis.

To validate these assumptions, we will verify whether the dataset used in this analysis reflects the same missingness levels reported in the data dictionary.

# Check blank strings (optional)
sum(leads$acct_primary_site_function == "", na.rm = TRUE)
[1] 0
sum(leads$acct_manufacturing_model == "", na.rm = TRUE)
[1] 0
dict_missing <- tibble::tribble(
  ~variable, ~dict_pct_missing,
  "contact_lead_title", 29.21,
  "next_stage_c", 2.37,
  "acct_territory_rollup", 0.79,
  "acct_manufacturing_model", 0.61,
  "acct_primary_site_function", 0.36,
  "acct_tier_rollup", 0.27,
  "acct_target_industry", 0.27,
  "contact_lead_id", 0.02
)

compare_missing <- na_summary %>%
  left_join(dict_missing, by = "variable") %>%
  mutate(diff_pct = round(pct_missing - dict_pct_missing, 2)) %>%
  arrange(desc(pct_missing))

compare_missing
# A tibble: 14 × 5
   variable                     n_missing pct_missing dict_pct_missing diff_pct
   <chr>                            <int>       <dbl>            <dbl>    <dbl>
 1 acct_primary_site_function        6877       40.9              0.36     40.5
 2 acct_manufacturing_model          6875       40.9              0.61     40.3
 3 contact_lead_title                6408       38.1             29.2       8.9
 4 next_stage_c                       483        2.87             2.37      0.5
 5 acct_territory_rollup              133        0.79             0.79      0  
 6 acct_target_industry                45        0.27             0.27      0  
 7 acct_tier_rollup                    45        0.27             0.27      0  
 8 contact_lead_id                      3        0.02             0.02      0  
 9 qal_id                               0        0               NA        NA  
10 priority                             0        0               NA        NA  
11 solution                             0        0               NA        NA  
12 solution_rollup                      0        0               NA        NA  
13 last_tactic_campaign_channel         0        0               NA        NA  
14 qal_cohort_date                      0        0               NA        NA  
Results

The results show that there are no blank string values in either acct_primary_site_function or acct_manufacturing_model. This confirms that missing information in these variables is recorded as NA rather than empty strings.

As shown in the table comparison, the observed levels of missingness differ substantially from those reported in the data dictionary.

Veracity of the data

Some variables include placeholder categories such as “Not Enough Info Found” and “Unknown,” which reflect incomplete classification rather than true missing data. These will be treated as explicit categories in the analysis to evaluate whether incomplete enrichment affects lead progression.

#unique_labels <- lapply(leads %>% select(where(is.character)), function(x) sort(unique(x)))
#unique_labels

counts_not_enough_unknown <- leads %>%
  select(where(is.character)) %>%
  pivot_longer(everything(), names_to = "variable", values_to = "value") %>%
  filter(!is.na(value)) %>%
  filter(str_detect(str_to_lower(value), "not.*enough|enough.*info|unknown")) %>%
  count(variable, value, sort = TRUE) %>%
  group_by(variable) %>%
  mutate(pct = round(100 * n / nrow(leads), 2)) %>%
  ungroup()

counts_not_enough_unknown
# A tibble: 4 × 4
  variable                   value                     n   pct
  <chr>                      <chr>                 <int> <dbl>
1 acct_primary_site_function Not Enough Info Found  1092  6.49
2 acct_manufacturing_model   Not Enough Info Found   826  4.91
3 acct_target_industry       Unknown                 182  1.08
4 acct_territory_rollup      Unknown                   6  0.04

In addition to true NA values, some variables contain placeholder categories like “Not Enough Info Found” and “Unknown.” These don’t represent simple data entry gaps, but rather cases where the system could not properly classify the account. Combined with the high percentage of NA values, this suggests that account-level information is not fully complete in this dataset. Since missingness itself may be meaningful, these categories will be treated explicitly in the analysis rather than removed.

Analyzing Missing Data

Missingness vs. Lead Progression (Success Rate by Product)

In this section, we test whether missing enrichment fields are associated with lower lead progression (i.e., whether missingness is random or acts as a signal of lead quality).

First, we restrict the dataset to leads with a known outcome (next_stage_c) so we can compute success rates reliably. We then create a binary target variable, success, where leads that reached SQL, SQO, or Won are labeled 1 and all other outcomes are labeled 0.

Next, we create indicator flags that capture whether key enrichment fields are missing: site function (site_missing), manufacturing model (mfg_missing), and job title (title_missing), plus a combined flag (site_or_mfg_missing) that identifies leads missing either site or manufacturing information.

Finally, we summarize the count of leads and the success rate for missing vs not-missing groups, broken out by solution_rollup (Mx, Qx, Ax), and visualize the results to compare progression rates across products and missingness conditions.

# Keep only rows with a known outcome, and create binary success target
leads_clean <- leads %>%
  filter(!is.na(next_stage_c)) %>%
  mutate(success = if_else(next_stage_c %in% c("SQL","SQO","Won"), 1, 0))

# Create missingness flags for the key enrichment fields (plus combined flag)
leads_clean_flags <- leads_clean %>%
  mutate(
    site_missing        = is.na(acct_primary_site_function),
    mfg_missing         = is.na(acct_manufacturing_model),
    title_missing       = is.na(contact_lead_title),
    site_or_mfg_missing = site_missing | mfg_missing
  )

# Reshape to long format and compute counts + success rates
missingness_results <- leads_clean_flags %>%
  pivot_longer(
    cols = c(site_missing, mfg_missing, site_or_mfg_missing, title_missing),
    names_to = "missing_type",
    values_to = "missing_flag"
  ) %>%
  group_by(solution_rollup, missing_type, missing_flag) %>%
  summarise(
    n = n(),
    success_rate = round(mean(success) * 100, 2),
    .groups = "drop"
  ) %>%
  arrange(solution_rollup, missing_type, desc(missing_flag))

plot_df <- missingness_results %>%
  filter(missing_type %in% c("site_or_mfg_missing", "title_missing")) %>%
  mutate(
    missing_flag = if_else(missing_flag, "Missing", "Not missing"),
    missing_type = recode(
      missing_type,
      "site_or_mfg_missing" = "Site OR Manufacturing Missing",
      "title_missing" = "Job Title Missing"
    )
  )

plot_df
# A tibble: 12 × 5
   solution_rollup missing_type                  missing_flag     n success_rate
   <chr>           <chr>                         <chr>        <int>        <dbl>
 1 Ax              Site OR Manufacturing Missing Missing         14         0   
 2 Ax              Site OR Manufacturing Missing Not missing     13        61.5 
 3 Ax              Job Title Missing             Missing         14        21.4 
 4 Ax              Job Title Missing             Not missing     13        38.5 
 5 Mx              Site OR Manufacturing Missing Missing       1360         0.88
 6 Mx              Site OR Manufacturing Missing Not missing   2765        18.8 
 7 Mx              Job Title Missing             Missing       1158         8.89
 8 Mx              Job Title Missing             Not missing   2967        14.5 
 9 Qx              Site OR Manufacturing Missing Missing       5291         1.23
10 Qx              Site OR Manufacturing Missing Not missing   6889        35.0 
11 Qx              Job Title Missing             Missing       5025        12.9 
12 Qx              Job Title Missing             Not missing   7155        25.5 
ggplot(plot_df, aes(x = solution_rollup, y = success_rate, fill = missing_flag)) +
  geom_col(position = "dodge") +
  geom_text(aes(label = paste0("n=", n)),
            position = position_dodge(width = 0.9),
            vjust = -0.3, size = 3) +
  facet_wrap(~ missing_type) +
  labs(
    title = "Lead Progression Rate by Missing Enrichment",
    x = "Solution Rollup",
    y = "Success Rate (%)",
    fill = ""
  ) +
  theme_minimal()

Interpretation of Output

Missing enrichment is strongly linked to lower progression, especially for site function + manufacturing model.

  • MX: site_or_mfg_missing = TRUE → 0.88% (n=1,360) vs FALSE → 18.84% (n=2,765).
    title_missing = TRUE → 8.89% (n=1,158) vs FALSE → 14.49% (n=2,967).

  • QX: site_or_mfg_missing = TRUE → 1.23% (n=5,291) vs FALSE → 34.95% (n=6,889).
    title_missing = TRUE → 12.90% (n=5,025) vs FALSE → 25.51% (n=7,155).

  • AX: large differences but very small n (13–14) → interpret cautiously.

Conclusion: missingness is not random and should be kept as a signal (use missingness flags or explicit “Missing/Unknown” categories in modeling).

Find a pattern with missing data

MX Only: Where True Missingness Clusters
Composition of NA-Missing Leads by Channel, Tier, Territory, and Industry

In this section, we focus specifically on MX leads to understand whether missing enrichment fields follow a consistent pattern. We first restrict the data to records with a known outcome (next_stage_c) so success rates are comparable, then create a binary success indicator (SQL/SQO/Won = 1, otherwise = 0). Next, we define two missingness flags: site_or_mfg_missing (missing either site function or manufacturing model) and title_missing (missing job title).

Using these flags, we compare the composition of the missing vs not-missing groups across key categorical dimensions—marketing channel, account tier, territory, and target industry—by calculating within-group percentages. This helps identify where missingness is concentrated (e.g., specific channels or industries), and provides evidence that missing values may reflect systematic differences in lead source or profile rather than random data entry gaps.

mx_miss <- leads %>%
  filter(!is.na(next_stage_c)) %>%
  mutate(success = if_else(next_stage_c %in% c("SQL","SQO","Won"), 1, 0)) %>%
  filter(solution_rollup == "Mx") %>%
  mutate(
    site_or_mfg_missing = is.na(acct_primary_site_function) | is.na(acct_manufacturing_model),
    title_missing = is.na(contact_lead_title)
  )

# Pattern: NA group mix by channel (top 10)
mx_miss %>%
  group_by(site_or_mfg_missing, last_tactic_campaign_channel) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_missing) %>%
  mutate(pct = round(100 * n / sum(n), 2)) %>%
  arrange(site_or_mfg_missing, desc(pct)) %>%
  slice_head(n = 10)
# A tibble: 20 × 4
# Groups:   site_or_mfg_missing [2]
   site_or_mfg_missing last_tactic_campaign_channel     n   pct
   <lgl>               <chr>                        <int> <dbl>
 1 FALSE               Email                          774 28.0 
 2 FALSE               External Demand Gen            753 27.2 
 3 FALSE               Online Ads                     463 16.8 
 4 FALSE               SEO                            275  9.95
 5 FALSE               Direct/Inbound                 199  7.2 
 6 FALSE               Events                         137  4.95
 7 FALSE               Outbound Prospecting            82  2.97
 8 FALSE               Directory Listing               33  1.19
 9 FALSE               MISSING/BLANK                   23  0.83
10 FALSE               PR/AR/Social                    12  0.43
11 TRUE                Email                          368 27.1 
12 TRUE                Online Ads                     321 23.6 
13 TRUE                External Demand Gen            179 13.2 
14 TRUE                SEO                            177 13.0 
15 TRUE                Direct/Inbound                 134  9.85
16 TRUE                Directory Listing               71  5.22
17 TRUE                Events                          50  3.68
18 TRUE                Outbound Prospecting            29  2.13
19 TRUE                MISSING/BLANK                   14  1.03
20 TRUE                PR/AR/Social                     9  0.66
# Pattern: NA group mix by tier
mx_miss %>%
  group_by(site_or_mfg_missing, acct_tier_rollup) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_missing) %>%
  mutate(pct = round(100 * n / sum(n), 2)) %>%
  arrange(site_or_mfg_missing, desc(pct))
# A tibble: 9 × 4
# Groups:   site_or_mfg_missing [2]
  site_or_mfg_missing acct_tier_rollup     n   pct
  <lgl>               <chr>            <int> <dbl>
1 FALSE               Medium            1846 66.8 
2 FALSE               Small              459 16.6 
3 FALSE               Large              458 16.6 
4 FALSE               Other                2  0.07
5 TRUE                Medium             689 50.7 
6 TRUE                Small              448 32.9 
7 TRUE                Large              157 11.5 
8 TRUE                Other               57  4.19
9 TRUE                <NA>                 9  0.66
# Visualization
mx_miss %>%
  group_by(site_or_mfg_missing, last_tactic_campaign_channel) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_missing) %>%
  mutate(pct = n / sum(n)) %>%
  ggplot(aes(x = reorder(last_tactic_campaign_channel, pct), y = pct, fill = site_or_mfg_missing)) +
  geom_col(position = "dodge") +
  coord_flip() +
  labs(
    title = "MX: Channel composition for leads with vs without Site/Manufacturing missing",
    x = "Last Tactic Campaign Channel",
    y = "Share within group",
    fill = "Site/Mfg Missing"
  ) +
  theme_minimal()

#  Pattern: NA group mix by territory (MX)
mx_miss %>%
  group_by(site_or_mfg_missing, acct_territory_rollup) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_missing) %>%
  mutate(pct = round(100 * n / sum(n), 2)) %>%
  arrange(site_or_mfg_missing, desc(pct))
# A tibble: 11 × 4
# Groups:   site_or_mfg_missing [2]
   site_or_mfg_missing acct_territory_rollup     n   pct
   <lgl>               <chr>                 <int> <dbl>
 1 FALSE               Americas               1523 55.1 
 2 FALSE               EMEA                    615 22.2 
 3 FALSE               APAC & Oceania          611 22.1 
 4 FALSE               Japan                    16  0.58
 5 TRUE                Americas                667 49.0 
 6 TRUE                EMEA                    388 28.5 
 7 TRUE                APAC & Oceania          263 19.3 
 8 TRUE                <NA>                     30  2.21
 9 TRUE                Japan                     9  0.66
10 TRUE                Unknown                   2  0.15
11 TRUE                Antarctica                1  0.07
# Pattern: NA group mix by target industry (MX) - top 10
mx_miss %>%
  group_by(site_or_mfg_missing, acct_target_industry) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_missing) %>%
  mutate(pct = round(100 * n / sum(n), 2)) %>%
  arrange(site_or_mfg_missing, desc(pct)) %>%
  slice_head(n = 10)
# A tibble: 11 × 4
# Groups:   site_or_mfg_missing [2]
   site_or_mfg_missing acct_target_industry     n   pct
   <lgl>               <chr>                <int> <dbl>
 1 FALSE               Pharma & BioTech      1520 55.0 
 2 FALSE               Medical Device         780 28.2 
 3 FALSE               Non-Life Science       369 13.4 
 4 FALSE               Blood & Biologics       86  3.11
 5 FALSE               Unknown                 10  0.36
 6 TRUE                Non-Life Science       693 51.0 
 7 TRUE                Pharma & BioTech       443 32.6 
 8 TRUE                Medical Device         151 11.1 
 9 TRUE                Unknown                 50  3.68
10 TRUE                Blood & Biologics       14  1.03
11 TRUE                <NA>                     9  0.66
Interpretation of the Output (MX)

Missing site/manufacturing enrichment in MX is not random. When this info is missing, leads are more likely to be Small tier (32.94% vs 16.60%) and more likely to come from digital/inbound channels (Online Ads, SEO, Direct/Inbound, Directory Listing), while being less associated with Email/External Demand Gen.

Missingness also varies by region and industry: the missing group is less concentrated in the Americas (49.04% vs 55.08%) and more in EMEA (28.53% vs 22.24%). The strongest pattern is industry—missing leads are much more likely to be Non-Life Science (50.96% vs 13.35%) and less likely to be Pharma & BioTech or Medical Device.

Conclusion: These missing values are not happening by accident. For MX leads, “missing site/manufacturing info” shows up more often in certain types of leads:

  • smaller accounts

  • leads coming from digital/inbound channels (online ads, SEO, direct/inbound, directory)

  • leads from EMEA more than the Americas

  • leads in Non-Life Science more than Pharma & BioTech or Medical Device

This matters because it means “missing” is telling us something about the lead itself and how it entered the system. In practice, missing enrichment can be treated like a warning sign that the lead may be lower quality or less well-qualified, or that the channel/source collects less complete information.

MX Only: Where Low-Enrichment (“Low Info”) Clusters

Composition of Low-Info Leads Using NA + Placeholder Values

In this section, we expand the definition of “missing” enrichment beyond true NA values. For two key fields—acct_primary_site_function and acct_manufacturing_model.We create a Low Info indicator that captures both:

  • True missing values (NA), and

  • Placeholder values that represent incomplete enrichment (e.g., “Unknown”, “Not Enough Info Found”, “MISSING/BLANK”, or empty strings).

Then we focus only on MX leads with a known outcome, and we compare the composition of the Low Info group vs the not Low Info group across:

  • marketing channel (last_tactic_campaign_channel)

  • account tier (acct_tier_rollup)

  • territory (acct_territory_rollup)

  • target industry (acct_target_industry)

mx_lowinfo <- leads %>%
  filter(!is.na(next_stage_c)) %>%
  mutate(success = if_else(next_stage_c %in% c("SQL","SQO","Won"), 1, 0)) %>%
  filter(solution_rollup == "Mx") %>%
  mutate(
    # define "low info" as NA OR placeholders
    site_lowinfo =
      is.na(acct_primary_site_function) |
      str_to_lower(str_trim(acct_primary_site_function)) %in% c("unknown", "not enough info found", "missing/blank", ""),
    mfg_lowinfo =
      is.na(acct_manufacturing_model) |
      str_to_lower(str_trim(acct_manufacturing_model)) %in% c("unknown", "not enough info found", "missing/blank", ""),
    site_or_mfg_lowinfo = site_lowinfo | mfg_lowinfo
  )

# 1) Channel mix
mx_lowinfo %>%
  group_by(site_or_mfg_lowinfo, last_tactic_campaign_channel) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_lowinfo) %>%
  mutate(pct = round(100 * n / sum(n), 2)) %>%
  arrange(site_or_mfg_lowinfo, desc(pct)) %>%
  slice_head(n = 10)
# A tibble: 20 × 4
# Groups:   site_or_mfg_lowinfo [2]
   site_or_mfg_lowinfo last_tactic_campaign_channel     n   pct
   <lgl>               <chr>                        <int> <dbl>
 1 FALSE               External Demand Gen            684 28.4 
 2 FALSE               Email                          683 28.4 
 3 FALSE               Online Ads                     395 16.4 
 4 FALSE               SEO                            218  9.05
 5 FALSE               Direct/Inbound                 162  6.73
 6 FALSE               Events                         124  5.15
 7 FALSE               Outbound Prospecting            77  3.2 
 8 FALSE               Directory Listing               23  0.96
 9 FALSE               MISSING/BLANK                   18  0.75
10 FALSE               Referrals                       12  0.5 
11 TRUE                Email                          459 26.7 
12 TRUE                Online Ads                     389 22.7 
13 TRUE                External Demand Gen            248 14.4 
14 TRUE                SEO                            234 13.6 
15 TRUE                Direct/Inbound                 171  9.96
16 TRUE                Directory Listing               81  4.72
17 TRUE                Events                          63  3.67
18 TRUE                Outbound Prospecting            34  1.98
19 TRUE                MISSING/BLANK                   19  1.11
20 TRUE                PR/AR/Social                    11  0.64
# 2) Tier mix
mx_lowinfo %>%
  group_by(site_or_mfg_lowinfo, acct_tier_rollup) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_lowinfo) %>%
  mutate(pct = round(100 * n / sum(n), 2)) %>%
  arrange(site_or_mfg_lowinfo, desc(pct))
# A tibble: 9 × 4
# Groups:   site_or_mfg_lowinfo [2]
  site_or_mfg_lowinfo acct_tier_rollup     n   pct
  <lgl>               <chr>            <int> <dbl>
1 FALSE               Medium            1642 68.2 
2 FALSE               Small              386 16.0 
3 FALSE               Large              379 15.7 
4 FALSE               Other                1  0.04
5 TRUE                Medium             893 52.0 
6 TRUE                Small              521 30.3 
7 TRUE                Large              236 13.7 
8 TRUE                Other               58  3.38
9 TRUE                <NA>                 9  0.52
# 3) Territory mix
mx_lowinfo %>%
  group_by(site_or_mfg_lowinfo, acct_territory_rollup) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_lowinfo) %>%
  mutate(pct = round(100 * n / sum(n), 2)) %>%
  arrange(site_or_mfg_lowinfo, desc(pct))
# A tibble: 11 × 4
# Groups:   site_or_mfg_lowinfo [2]
   site_or_mfg_lowinfo acct_territory_rollup     n   pct
   <lgl>               <chr>                 <int> <dbl>
 1 FALSE               Americas               1304 54.2 
 2 FALSE               APAC & Oceania          549 22.8 
 3 FALSE               EMEA                    540 22.4 
 4 FALSE               Japan                    15  0.62
 5 TRUE                Americas                886 51.6 
 6 TRUE                EMEA                    463 27.0 
 7 TRUE                APAC & Oceania          325 18.9 
 8 TRUE                <NA>                     30  1.75
 9 TRUE                Japan                    10  0.58
10 TRUE                Unknown                   2  0.12
11 TRUE                Antarctica                1  0.06
# 4) Target industry mix (top 10)
mx_lowinfo %>%
  group_by(site_or_mfg_lowinfo, acct_target_industry) %>%
  summarise(n = n(), .groups="drop") %>%
  group_by(site_or_mfg_lowinfo) %>%
  mutate(pct = round(100 * n / sum(n), 2)) %>%
  arrange(site_or_mfg_lowinfo, desc(pct)) %>%
  slice_head(n = 10)
# A tibble: 11 × 4
# Groups:   site_or_mfg_lowinfo [2]
   site_or_mfg_lowinfo acct_target_industry     n   pct
   <lgl>               <chr>                <int> <dbl>
 1 FALSE               Pharma & BioTech      1400 58.1 
 2 FALSE               Medical Device         668 27.7 
 3 FALSE               Non-Life Science       253 10.5 
 4 FALSE               Blood & Biologics       80  3.32
 5 FALSE               Unknown                  7  0.29
 6 TRUE                Non-Life Science       809 47.1 
 7 TRUE                Pharma & BioTech       563 32.8 
 8 TRUE                Medical Device         263 15.3 
 9 TRUE                Unknown                 53  3.09
10 TRUE                Blood & Biologics       20  1.16
11 TRUE                <NA>                     9  0.52

Conclusion

For MX, “Low Info” enrichment is a meaningful signal. It is more common for:

  • smaller accounts

  • digital/inbound channels (Online Ads, SEO, Directory Listing)

  • EMEA compared to the Americas

  • Non-Life Science accounts (much higher share than in the complete-enrichment group)

Because these differences are large (especially by industry), we should not treat missing/placeholder values as random noise. Instead, we can keep a Low Info flag as a feature and/or combine missing/placeholder categories into a consistent Low Info level for modeling.

Contact Lead Title - Additional Cleaning Steps

Before we do any in depth cleaning and standardization, we start by checking to see the number of unique and missing values for contact_lead_title field.

This field is free form entry, therefore this field has a huge variation in job titles. In future modeling, this will create additional noise and difficulty in interpretation.

leads |>
  summarise(n = n(), n_unique = n_distinct(contact_lead_title),
            n_missing = sum(is.na(contact_lead_title) | contact_lead_title == ""))
# A tibble: 1 × 3
      n n_unique n_missing
  <int>    <int>     <int>
1 16815     5791      6408

Unique Contact Lead Titles

There are 5,791 unique contact lead titles within the dataset. The goal is to reduce the number of unique values to make grouping/clustering simpler for further analysis.

Pre-Processing Cleaning

Pre-processing steps are completed to reduce the number of unique values. This includes removing punctuation or special characters, numbers, errant spacing, converting to lower case and removing stop words.

#remove special characters
leads <- leads |> mutate(
  contact_lead_title = contact_lead_title |>
    str_to_lower() |>
    str_replace_all("[^a-z\\s]", "") |>
    str_replace_all("\\s+", " ") |>
    str_trim()
)

stop_words_vec <- tidytext::stop_words$word

leads <- leads |>
  mutate(
    contact_lead_title = map_chr(
      contact_lead_title,
      ~ if (is.na(.x)) {
          NA_character_ #preserves NA values for now instead of turning to a string with value of NA
        } else {
          words <- str_split(.x, " ")[[1]]
          paste(words[!words %in% stop_words_vec], collapse = " ")
        }
    )
  )

After this cleaning, we see the number of unique is still quite high, with an improvement of about 8% (445 values).

leads |>
  summarise(n = n(), n_unique = n_distinct(contact_lead_title),
            n_missing = sum(is.na(contact_lead_title) | contact_lead_title == ""))
# A tibble: 1 × 3
      n n_unique n_missing
  <int>    <int>     <int>
1 16815     5346      6460

Pre-Processing Cleaning Output The number of unique values decreased from 5,791 to 5,346. There needs futher cleaning and or title grouping to lower this value.

Common Contact Title Groupings

To try and further reduce the number of unique values, AI was leveraged to come up with a map of common abbreviations and typing errors. This value map was then applied to the data, replacing the values where they occurred.

title_map <- c(
  # --- common misspellings / normalization ---
  "cheif" = "chief",
  "chif" = "chief",
  "cheif executive officer" = "chief executive officer",
  "chief exec officer" = "chief executive officer",
  "chief exec" = "chief executive officer",
  "chief executive" = "chief executive officer",
  "chief operating" = "chief operating officer",
  "chief financial" = "chief financial officer",
  "chief technology" = "chief technology officer",
  "chief information" = "chief information officer",
  "chief marketing" = "chief marketing officer",
  "chief revenue" = "chief revenue officer",
  "chief product" = "chief product officer",
  "chief people" = "chief people officer",
  "chief customer" = "chief customer officer",
  "chief legal" = "chief legal officer",
  "chief compliance" = "chief compliance officer",
  "chief risk" = "chief risk officer",
  "chief security" = "chief security officer",
  "chief data" = "chief data officer",
  "chief analytics" = "chief analytics officer",

  "manger" = "manager",
  "mngr" = "manager",
  "managr" = "manager",
  "dirctor" = "director",
  "directer" = "director",
  "v p" = "vice president",
  "svp" = "senior vice president",
  "evp" = "executive vice president",
  "avp" = "assistant vice president",
  "vpres" = "vice president",
  "vice pres" = "vice president",
  "vice-president" = "vice president",

  "asst" = "assistant",
  "assitant" = "assistant",
  "assisstant" = "assistant",
  "assoc" = "associate",
  "assc" = "associate",
  "sr" = "senior",
  "s r" = "senior",
  "snr" = "senior",
  "senr" = "senior",
  "jr" = "junior",
  "j r" = "junior",
  "jnr" = "junior",
  "lead" = "lead",
  "principal" = "principal",
  "prinicipal" = "principal",
  "pricipal" = "principal",
  "staff" = "staff",
  "intern" = "intern",
  "trainee" = "trainee",
  "apprentice" = "apprentice",

  # --- founders / ownership ---
  "co founder" = "cofounder",
  "co-founder" = "cofounder",
  "cofounder" = "cofounder",
  "founder" = "founder",
  "owner" = "owner",
  "proprietor" = "owner",
  "partner" = "partner",
  "managing partner" = "managing partner",

  # --- C-suite acronyms (expand) ---
  "ceo" = "chief executive officer",
  "coo" = "chief operating officer",
  "cfo" = "chief financial officer",
  "cto" = "chief technology officer",
  "cio" = "chief information officer",
  "cmo" = "chief marketing officer",
  "cro" = "chief revenue officer",
  "cpo" = "chief product officer",
  "cdo" = "chief data officer",              # sometimes "chief digital officer"—watch ambiguity
  "cso" = "chief security officer",          # sometimes "chief strategy officer"—watch ambiguity
  "chro" = "chief human resources officer",
  "clo" = "chief legal officer",
  "cco" = "chief compliance officer",        # sometimes "chief commercial officer"—watch ambiguity
  "ciso" = "chief information security officer",
  "cbo" = "chief business officer",
  "cxo" = "chief executive officer",

  # --- senior leadership / exec roles ---
  "pres" = "president",
  "president" = "president",
  "vice president" = "vice president",
  "senior vice president" = "senior vice president",
  "executive vice president" = "executive vice president",
  "managing director" = "managing director",
  "md" = "managing director",                # ambiguous in healthcare
  "gm" = "general manager",                  # ambiguous but common
  "general mgr" = "general manager",

  # --- management / leadership ---
  "dir" = "director",
  "director" = "director",
  "sr director" = "senior director",
  "senior director" = "senior director",
  "exec director" = "executive director",
  "executive director" = "executive director",

  "mgr" = "manager",
  "manager" = "manager",
  "sr mgr" = "senior manager",
  "senior manager" = "senior manager",
  "asst manager" = "assistant manager",
  "assistant manager" = "assistant manager",

  "supervisor" = "supervisor",
  "team lead" = "team lead",
  "tl" = "team lead",                        # can be noisy—watch ambiguity

  # --- functional common abbreviations ---
  "hr" = "human resources",
  "it" = "information technology",
  "pr" = "public relations",
  "qa" = "quality assurance",
  "qc" = "quality control",
  "ops" = "operations",
  "biz dev" = "business development",
  "bd" = "business development",             # ambiguous (can be “board” in some contexts)
  "sales rep" = "sales representative",
  "rep" = "representative",
  "sr rep" = "senior representative",

  # --- engineering / tech ---
  "swe" = "software engineer",
  "sdet" = "software development engineer in test",
  "devops" = "devops",
  "dev ops" = "devops",
  "secops" = "security operations",
  "data sci" = "data scientist",
  "ds" = "data scientist",                   # ambiguous
  "ml" = "machine learning",
  "ai" = "artificial intelligence",

  # --- product / project (high ambiguity) ---
  "pm" = "project manager",                  # could be product manager
  "pmo" = "project management office",
  "po" = "product owner",
  "scrum master" = "scrum master",

  # --- finance / accounting ---
  "acct" = "accountant",
  "accounting" = "accounting",
  "fp a" = "financial planning and analysis",
  "fpa" = "financial planning and analysis",
  "ap" = "accounts payable",
  "ar" = "accounts receivable",
  "cpa" = "certified public accountant",

  # --- legal / compliance / risk ---
  "gc" = "general counsel",
  "counsel" = "counsel",
  "attorney" = "attorney",
  "compliance" = "compliance",
  "risk" = "risk",
  "audit" = "audit",

  # --- customer / service / success ---
  "cs" = "customer success",                 # ambiguous (computer science)
  "csr" = "customer service representative",
  "support" = "support",
  "customer support" = "customer support",

  # --- misc common role words ---
  "admin" = "administrator",
  "administrator" = "administrator",
  "assistant" = "assistant",
  "coordinator" = "coordinator",
  "specialist" = "specialist",
  "analyst" = "analyst",
  "consultant" = "consultant",
  "engineer" = "engineer",
  "developer" = "developer"
)
replace_word <- function(x, from, to) {
  str_replace_all(x, regex(paste0("\\b", from, "\\b"), ignore_case = TRUE), to)
}
leads <- leads |>
  mutate(
    contact_lead_title = reduce(
      names(title_map),
      .init = contact_lead_title,
      .f = \(acc, k) replace_word(acc, k, title_map[[k]])
    ) |>
      str_replace_all("\\s+", " ") |>
      str_trim()
  )
leads |>
  summarise(n = n(), n_unique = n_distinct(contact_lead_title),
            n_missing = sum(is.na(contact_lead_title) | contact_lead_title == ""))
# A tibble: 1 × 3
      n n_unique n_missing
  <int>    <int>     <int>
1 16815     5244      6460

Contact Lead Title Grouping Output

This further reduces the unique values down by another ~100 values. The problem at this step is that there are varying combinations of common words that can occur in different frequencies.

Contact Lead Title Word Cloud

If we look at a word cloud of the most common 50 words, there is no surprise at what shows up the most frequently.

#remove whitespace
par(mar = c(0,0,0,0), oma = c(0,0,0,0), xaxs = "i", yaxs = "i")

corp <- corpus(leads, text_field = "contact_lead_title")
toks <- tokens(corp)
dfm_mat <- dfm(toks)

textplot_wordcloud(dfm_mat, max_words = 50, max_size = 6, min_size = 0.5)

Word Cloud Output Manager, quality, director, assurance, and senior are the most common words implicated by the word cloud.

Most Common Word Data Frame

To account for the various combination of words, a data frame is created of the most common occurring words. Only words that occur at least 5 times are retained. These words will be used to create a flag variable if that word occurred or not.

top_features <- topfeatures(dfm_mat,10000)

top_features_df <- data.frame(
  feature = names(top_features),
  count = as.numeric(top_features))

count(top_features_df)
     n
1 2137
non_blank <- leads |>
  summarise(n = n() - sum(is.na(contact_lead_title) | contact_lead_title == "")) |>
  pull(n)
  
top_features_df <- top_features_df |> filter(count >= 5)
top_features_df <- top_features_df |> mutate(percentage_occured_non_blank = count / non_blank)
head(top_features_df,10)
      feature count percentage_occured_non_blank
1     quality  3606                   0.34823757
2     manager  3101                   0.29946886
3    director  1741                   0.16813134
4   assurance  1307                   0.12621922
5      senior  1187                   0.11463061
6  operations   776                   0.07493964
7    engineer   708                   0.06837277
8        head   650                   0.06277161
9     officer   585                   0.05649445
10 specialist   559                   0.05398358
tail(top_features_df,10)
        feature count percentage_occured_non_blank
352  technicien     5                 0.0004828585
353    indirect     5                 0.0004828585
354       dscsa     5                 0.0004828585
355  experience     5                 0.0004828585
356   secretary     5                 0.0004828585
357         sap     5                 0.0004828585
358     trainer     5                 0.0004828585
359 transfusion     5                 0.0004828585
360       clerk     5                 0.0004828585
361        lean     5                 0.0004828585

Common Words Data Frame Output

Above shows the top 10 occurring words, as well as 10 that only occur 5 times, and for both of these In total 361 words clear this threshold. It also has the count of unique words in general that occur, of which their are 2,137.

We can see from below that ~34% of titles have “quality”, and ~30% have manager.

Common Words Bi-Grams

Additionally we can look at just bi-grams (sequences of only two words from the title field), if we look at this it does give us some more information in regards to word order. However, the number of unique word combinations then goes back up greatly, so this will not be further evaluated.

toks_bigram <-tokens_ngrams(toks,n = 2)
dfm_bigram <-dfm(toks_bigram)

top_features_bi <- topfeatures(dfm_bigram,10000)

top_features_df_bi <- data.frame(
  feature = names(top_features_bi),
  count = as.numeric(top_features_bi))

count(top_features_df_bi)
     n
1 6693
top_features_df_bi <- top_features_df_bi |> filter(count >= 5)
top_features_df_bi <- top_features_df_bi |> mutate(percentage_occured_non_blank = count / non_blank)
head(top_features_df_bi,10)
                  feature count percentage_occured_non_blank
1       quality_assurance  1277                   0.12332207
2         manager_quality   486                   0.04693385
3        director_quality   395                   0.03814582
4          vice_president   377                   0.03640753
5         quality_manager   350                   0.03380010
6          senior_manager   277                   0.02675036
7      regulatory_affairs   260                   0.02510864
8       assurance_manager   243                   0.02346692
9         quality_control   229                   0.02211492
10 information_technology   192                   0.01854177

Clean Dataset

In this section, we create a cleaned version of the leads dataset that we can use for EDA (and later modeling) without removing rows.

Steps:

  • Keep all original columns

  • Standardize “missing-like” text in categorical fields by converting blanks and placeholder values (e.g., “Unknown”, “Not Enough Info Found”, “MISSING/BLANK”) into true NA.

  • Use a recipes pipeline to replace NA values in categorical predictor columns only with a consistent category level called “Low Info” so incomplete enrichment is explicit and rows are retained.

  • Create indicator flags (site_lowinfo, mfg_lowinfo, title_lowinfo, site_or_mfg_lowinfo) that capture whether key enrichment fields ended up as “Low Info”.

  • We do not modify next_stage_c in the recipe because it represents the outcome; any missing outcomes remain missing and are handled separately when computing success rates.

# Drop rows with missing target/outcome
leads_model <- leads %>%
  filter(!is.na(next_stage_c))

# Convert placeholder text + blanks to NA (for character/factor columns)
to_na_lowinfo <- function(x) {
  x <- str_trim(x)
  x <- na_if(x, "")
  x <- if_else(
    str_to_lower(x) %in% c("missing/blank", "unknown", "not enough info found"),
    NA_character_,
    x
  )
  x
}

rec_clean_only <- recipe(~ ., data = leads_model) %>%
  # Keep IDs as-is (do not clean/encode them as predictors)
  update_role(qal_id, contact_lead_id, new_role = "id") %>%
  
  # Keep outcome column as-is (do not clean it as a predictor)
  update_role(next_stage_c, new_role = "outcome") %>%
  
  # Clean categorical predictors ONLY (excludes id + outcome roles)
  step_mutate_at(all_nominal_predictors(), fn = to_na_lowinfo) %>%
  
  # Replace NA in categorical predictors with a consistent level
  step_unknown(all_nominal_predictors(), new_level = "Low Info") %>%
  
  # Create flags AFTER "Low Info" exists
  step_mutate(
    site_lowinfo        = acct_primary_site_function == "Low Info",
    mfg_lowinfo         = acct_manufacturing_model   == "Low Info",
    title_lowinfo       = contact_lead_title         == "Low Info",
    site_or_mfg_lowinfo = site_lowinfo | mfg_lowinfo
  )

# Apply recipe
prep_clean_only <- prep(rec_clean_only, training = leads_model, retain = TRUE)
leads_cleaned_only <- bake(prep_clean_only, new_data = NULL)

# Quick checks
dim(leads)
[1] 16815    14
dim(leads_cleaned_only)
[1] 16332    18
colSums(is.na(leads_cleaned_only))
  acct_primary_site_function     acct_manufacturing_model 
                           0                            0 
        acct_target_industry           contact_lead_title 
                           0                            0 
                      qal_id              contact_lead_id 
                           0                            2 
                next_stage_c                     priority 
                           0                            0 
       acct_territory_rollup             acct_tier_rollup 
                           0                            0 
                    solution              solution_rollup 
                           0                            0 
last_tactic_campaign_channel              qal_cohort_date 
                           0                            0 
                site_lowinfo                  mfg_lowinfo 
                           0                            0 
               title_lowinfo          site_or_mfg_lowinfo 
                           0                            0 
table(leads_cleaned_only$site_or_mfg_lowinfo, useNA = "ifany")

FALSE  TRUE 
 7859  8473 
  • Once the recipe has done the data cleaning the last step is merging the one hot encoded data back to the main cleaned data frame.
#change from factor before creating corpus/tokens
leads_cleaned_only <- leads_cleaned_only %>%
  mutate(contact_lead_title = as.character(contact_lead_title))

#create corpus and tokens 
corp <- corpus(
  leads_cleaned_only,
  text_field = "contact_lead_title")

toks <- tokens(corp)

toks_onehot <- tokens_select(
  toks,
  pattern = top_features_df$feature)

#create one hot encoded matrix
dfm_onehot <- dfm(toks_onehot)
dfm_onehot_bin <- dfm_weight(dfm_onehot, scheme = "boolean")
df_encoded <- convert(dfm_onehot_bin, to = "data.frame")

#join back together
leads_cleaned_only <-cbind(leads_cleaned_only, df_encoded[,-1])

#check duplicated columns for target variable binary conversion
colnames(leads_cleaned_only)[duplicated(colnames(leads_cleaned_only))]
[1] "solution"
dup_cols <- colnames(leads_cleaned_only)[colnames(leads_cleaned_only) %in% colnames(leads_cleaned_only)[duplicated(colnames(leads_cleaned_only))]]
dup_cols
[1] "solution" "solution"
leads_cleaned_only[, dup_cols]
                 solution          solution.1
1                      Mx                  Mx
2                      Qx                  Qx
3                      Qx                  Qx
4                      Qx                  Qx
5                      Mx                  Mx
6                      Mx                  Mx
7                      Qx                  Qx
8                Logbooks            Logbooks
9                      Qx                  Qx
10                     Ax                  Ax
11                     Qx                  Qx
12                     Qx                  Qx
13                     Qx                  Qx
14                     Qx                  Qx
15               Logbooks            Logbooks
16               Logbooks            Logbooks
17                     Qx                  Qx
18                     Qx                  Qx
19                     Qx                  Qx
20                     Qx                  Qx
21                     Qx                  Qx
22                     Qx                  Qx
23                Quality             Quality
24                     Qx                  Qx
25               Platform            Platform
26                     Qx                  Qx
27                     Mx                  Mx
28               Platform            Platform
29                     Qx                  Qx
30                     Qx                  Qx
31                     Qx                  Qx
32                     Qx                  Qx
33                     Qx                  Qx
34                     Qx                  Qx
35                     Mx                  Mx
36                     Mx                  Mx
37                     Qx                  Qx
38               Platform            Platform
39                     Qx                  Qx
40          Manufacturing       Manufacturing
41                     Qx                  Qx
42                     Qx                  Qx
43                     Qx                  Qx
44                Quality             Quality
45                     Qx                  Qx
46               Low Info            Low Info
47                     Mx                  Mx
48                     Mx                  Mx
49               Low Info            Low Info
50               Platform            Platform
51                     Mx                  Mx
52                     Mx                  Mx
53                     Mx                  Mx
54                     Qx                  Qx
55                     Mx                  Mx
56                     Qx                  Qx
57               Low Info            Low Info
58                     Qx                  Qx
59               Low Info            Low Info
60               Low Info            Low Info
61                     Qx                  Qx
62                     Qx                  Qx
63                     Mx                  Mx
64                     Mx                  Mx
65                     Mx                  Mx
66                     Mx                  Mx
67                     Qx                  Qx
68                Quality             Quality
69                     Mx                  Mx
70                     Qx                  Qx
71                Quality             Quality
72                     Mx                  Mx
73                Quality             Quality
74                     Mx                  Mx
75                     Qx                  Qx
76                     Qx                  Qx
77                     Qx                  Qx
78                     Qx                  Qx
79                     Qx                  Qx
80                     Qx                  Qx
81                     Qx                  Qx
82                Quality             Quality
83                     Qx                  Qx
84                     Qx                  Qx
85               Low Info            Low Info
86                     Qx                  Qx
87                     Qx                  Qx
88                     Qx                  Qx
89                Quality             Quality
90               Low Info            Low Info
91                     Qx                  Qx
92                     Qx                  Qx
93               Low Info            Low Info
94                     Mx                  Mx
95                     Qx                  Qx
96                     Mx                  Mx
97                     Qx                  Qx
98                     Qx                  Qx
99                     Mx                  Mx
100                    Mx                  Mx
101                    Qx                  Qx
102                    Qx                  Qx
103              Platform            Platform
104                    Qx                  Qx
105                    Qx                  Qx
106              Logbooks            Logbooks
107                    Qx                  Qx
108                    Mx                  Mx
109                    Qx                  Qx
110                    Mx                  Mx
111                    Mx                  Mx
112                    Qx                  Qx
113              Platform            Platform
114              Logbooks            Logbooks
115                    Qx                  Qx
116                    Qx                  Qx
117                    Mx                  Mx
118                    Qx                  Qx
119                    Qx                  Qx
120         Manufacturing       Manufacturing
121                    Qx                  Qx
122              Platform            Platform
123                    Qx                  Qx
124                    Qx                  Qx
125                    Mx                  Mx
126                    Qx                  Qx
127                    Qx                  Qx
128                    Qx                  Qx
129                    Qx                  Qx
130                    Qx                  Qx
131                    Qx                  Qx
132                    Qx                  Qx
133               Quality             Quality
134               Quality             Quality
135                    Qx                  Qx
136              Logbooks            Logbooks
137                    Mx                  Mx
138                    Qx                  Qx
139              Platform            Platform
140                    Qx                  Qx
141                    Mx                  Mx
142                    Mx                  Mx
143               Quality             Quality
144              Low Info            Low Info
145              Low Info            Low Info
146                    Qx                  Qx
147                    Qx                  Qx
148                    Qx                  Qx
149                    Mx                  Mx
150                    Mx                  Mx
151                    Qx                  Qx
152              Low Info            Low Info
153                    Qx                  Qx
154                    Qx                  Qx
155                    Qx                  Qx
156                    Qx                  Qx
157              Logbooks            Logbooks
158                    Mx                  Mx
159                    Qx                  Qx
160                    Qx                  Qx
161                    Qx                  Qx
162                    Qx                  Qx
163                    Qx                  Qx
164                    Qx                  Qx
165                    Mx                  Mx
166                    Qx                  Qx
167                    Mx                  Mx
168                    Mx                  Mx
169                    Qx                  Qx
170                    Mx                  Mx
171               Quality             Quality
172                    Qx                  Qx
173                    Mx                  Mx
174                    Mx                  Mx
175              Low Info            Low Info
176                    Qx                  Qx
177                    Qx                  Qx
178                    Qx                  Qx
179                    Mx                  Mx
180                    Qx                  Qx
181                    Qx                  Qx
182                    Mx                  Mx
183                    Qx                  Qx
184               Quality             Quality
185                    Qx                  Qx
186                    Qx                  Qx
187                    Qx                  Qx
188              Logbooks            Logbooks
189                    Qx                  Qx
190               Quality             Quality
191               Quality             Quality
192         Manufacturing       Manufacturing
193                    Qx                  Qx
194               Quality             Quality
195              Platform            Platform
196                    Qx                  Qx
197                    Qx                  Qx
198               Quality             Quality
199                    Qx                  Qx
200                    Qx                  Qx
201                    Qx                  Qx
202              Low Info            Low Info
203                    Qx                  Qx
204                    Mx                  Mx
205               Quality             Quality
206               Quality             Quality
207                    Qx                  Qx
208         Manufacturing       Manufacturing
209                    Mx                  Mx
210                    Mx                  Mx
211                    Mx                  Mx
212              Platform            Platform
213              Logbooks            Logbooks
214                    Mx                  Mx
215                    Mx                  Mx
216                    Mx                  Mx
217                    Mx                  Mx
218                    Qx                  Qx
219                    Qx                  Qx
220                    Mx                  Mx
221                    Mx                  Mx
222                    Qx                  Qx
223                    Qx                  Qx
224                    Qx                  Qx
225                    Qx                  Qx
226              Platform            Platform
227                    Qx                  Qx
228                    Qx                  Qx
229                    Qx                  Qx
230                    Qx                  Qx
231              Low Info            Low Info
232                    Qx                  Qx
233                    Qx                  Qx
234              Platform            Platform
235                    Qx                  Qx
236                    Qx                  Qx
237                    Mx                  Mx
238                    Qx                  Qx
239                    Mx                  Mx
240                    Qx                  Qx
241                    Qx                  Qx
242              Low Info            Low Info
243                    Qx                  Qx
244              Low Info            Low Info
245              Platform            Platform
246         Manufacturing       Manufacturing
247              Low Info            Low Info
248                    Qx                  Qx
249                    Qx                  Qx
250                    Mx                  Mx
251                    Qx                  Qx
252               Quality             Quality
253         Manufacturing       Manufacturing
254                    Qx                  Qx
255                    Qx                  Qx
256                    Qx                  Qx
257                    Qx                  Qx
258                    Qx                  Qx
259              Low Info            Low Info
260                    Mx                  Mx
261                    Qx                  Qx
262                    Qx                  Qx
263                    Qx                  Qx
264                    Qx                  Qx
265                    Mx                  Mx
266                    Qx                  Qx
267                    Mx                  Mx
268                    Qx                  Qx
269                    Qx                  Qx
270              Logbooks            Logbooks
271                    Qx                  Qx
272                    Qx                  Qx
273                    Qx                  Qx
274                    Qx                  Qx
275                    Qx                  Qx
276                    Qx                  Qx
277                    Qx                  Qx
278                    Mx                  Mx
279                    Qx                  Qx
280                    Mx                  Mx
281                    Qx                  Qx
282                    Qx                  Qx
283                    Mx                  Mx
284              Logbooks            Logbooks
285              Logbooks            Logbooks
286               Quality             Quality
287                    Qx                  Qx
288                    Qx                  Qx
289                    Mx                  Mx
290                    Qx                  Qx
291                    Qx                  Qx
292                    Mx                  Mx
293                    Mx                  Mx
294                    Qx                  Qx
295                    Qx                  Qx
296              Logbooks            Logbooks
297                    Qx                  Qx
298                    Qx                  Qx
299              Logbooks            Logbooks
300                    Qx                  Qx
301                    Qx                  Qx
302              Logbooks            Logbooks
303                    Mx                  Mx
304              Logbooks            Logbooks
305                    Mx                  Mx
306                    Qx                  Qx
307                    Qx                  Qx
308                    Qx                  Qx
309                    Mx                  Mx
310                    Qx                  Qx
311                    Qx                  Qx
312         Manufacturing       Manufacturing
313                    Mx                  Mx
314                    Qx                  Qx
315                    Qx                  Qx
316                    Qx                  Qx
317                    Qx                  Qx
318                    Qx                  Qx
319                    Mx                  Mx
320                    Qx                  Qx
321               Quality             Quality
322         Manufacturing       Manufacturing
323                    Qx                  Qx
324                    Qx                  Qx
325                    Qx                  Qx
326                    Qx                  Qx
327                    Mx                  Mx
328                    Qx                  Qx
329                    Qx                  Qx
330                    Mx                  Mx
331                    Qx                  Qx
332                    Qx                  Qx
333                    Mx                  Mx
334                    Qx                  Qx
335                    Mx                  Mx
336                    Qx                  Qx
337              Platform            Platform
338                    Mx                  Mx
339                    Mx                  Mx
340                    Qx                  Qx
341              Low Info            Low Info
342              Low Info            Low Info
343                    Qx                  Qx
344                    Qx                  Qx
345                    Mx                  Mx
346                    Mx                  Mx
347         Manufacturing       Manufacturing
348                    Qx                  Qx
349                    Mx                  Mx
350                    Mx                  Mx
351         Manufacturing       Manufacturing
352         Manufacturing       Manufacturing
353         Manufacturing       Manufacturing
354                    Qx                  Qx
355                    Qx                  Qx
356                    Mx                  Mx
357                    Qx                  Qx
358               Quality             Quality
359                    Qx                  Qx
360                    Mx                  Mx
361                    Mx                  Mx
362                    Qx                  Qx
363               Quality             Quality
364                    Qx                  Qx
365              Platform            Platform
366               Quality             Quality
367                    Qx                  Qx
368              Logbooks            Logbooks
369                    Mx                  Mx
370                    Qx                  Qx
371                    Mx                  Mx
372               Quality             Quality
373                    Mx                  Mx
374              Logbooks            Logbooks
375                    Qx                  Qx
376                    Qx                  Qx
377                    Mx                  Mx
378              Low Info            Low Info
379                    Mx                  Mx
380                    Qx                  Qx
381                    Mx                  Mx
382              Low Info            Low Info
383                    Mx                  Mx
384                    Qx                  Qx
385                    Mx                  Mx
386                    Mx                  Mx
387                    Qx                  Qx
388                    Qx                  Qx
389                    Qx                  Qx
390                    Mx                  Mx
391                    Qx                  Qx
392                    Qx                  Qx
393         Manufacturing       Manufacturing
394                    Mx                  Mx
395                    Qx                  Qx
396                    Mx                  Mx
397                    Qx                  Qx
398                    Qx                  Qx
399                    Qx                  Qx
400                    Qx                  Qx
401                    Qx                  Qx
402                    Qx                  Qx
403                    Qx                  Qx
404                    Mx                  Mx
405                    Qx                  Qx
406                    Qx                  Qx
407                    Qx                  Qx
408               Quality             Quality
409                    Qx                  Qx
410               Quality             Quality
411                    Mx                  Mx
412              Logbooks            Logbooks
413                    Mx                  Mx
414              Low Info            Low Info
415                    Mx                  Mx
416                    Qx                  Qx
417                    Qx                  Qx
418         Manufacturing       Manufacturing
419         Manufacturing       Manufacturing
420         Manufacturing       Manufacturing
421                    Qx                  Qx
422               Quality             Quality
423                    Qx                  Qx
424                    Mx                  Mx
425                    Qx                  Qx
426                    Qx                  Qx
427                    Qx                  Qx
428         Manufacturing       Manufacturing
429                    Qx                  Qx
430                    Qx                  Qx
431                    Mx                  Mx
432              Low Info            Low Info
433                    Qx                  Qx
434              Low Info            Low Info
435                    Qx                  Qx
436                    Mx                  Mx
437                    Qx                  Qx
438                    Qx                  Qx
439                    Qx                  Qx
440               Quality             Quality
441                    Qx                  Qx
442                    Mx                  Mx
443                    Mx                  Mx
444                    Mx                  Mx
445                    Mx                  Mx
446               Quality             Quality
447                    Qx                  Qx
448                    Mx                  Mx
449                    Qx                  Qx
450                    Qx                  Qx
451                    Qx                  Qx
452                    Mx                  Mx
453                    Mx                  Mx
454                    Qx                  Qx
455              Platform            Platform
456                    Qx                  Qx
457                    Mx                  Mx
458                    Mx                  Mx
459                    Mx                  Mx
460                    Qx                  Qx
461               Quality             Quality
462         Manufacturing       Manufacturing
463                    Qx                  Qx
464   Product Development Product Development
465                    Qx                  Qx
466                    Qx                  Qx
467               Quality             Quality
468                    Qx                  Qx
469                    Qx                  Qx
470                    Qx                  Qx
471                    Qx                  Qx
472               Quality             Quality
473                    Qx                  Qx
474                    Qx                  Qx
475               Quality             Quality
476                    Qx                  Qx
477                    Qx                  Qx
478                    Qx                  Qx
479                    Mx                  Mx
480                    Mx                  Mx
481                    Mx                  Mx
482                    Mx                  Mx
483                    Mx                  Mx
484                    Qx                  Qx
485                    Qx                  Qx
486               Quality             Quality
487                    Qx                  Qx
488               Quality             Quality
489               Quality             Quality
490                    Mx                  Mx
491                    Mx                  Mx
492              Platform            Platform
493                    Qx                  Qx
494              Low Info            Low Info
495              Low Info            Low Info
496                    Qx                  Qx
497                    Qx                  Qx
498              Platform            Platform
499              Logbooks            Logbooks
500                    Mx                  Mx
501                    Mx                  Mx
502                    Mx                  Mx
503         Manufacturing       Manufacturing
504               Quality             Quality
505                    Qx                  Qx
506                    Mx                  Mx
507                    Mx                  Mx
508         Manufacturing       Manufacturing
509                    Mx                  Mx
510                    Qx                  Qx
511                    Qx                  Qx
512                    Qx                  Qx
513         Manufacturing       Manufacturing
514                    Qx                  Qx
515                    Qx                  Qx
516                    Mx                  Mx
517                    Mx                  Mx
518                    Mx                  Mx
519                    Qx                  Qx
520               Quality             Quality
521               Quality             Quality
522                    Mx                  Mx
523                    Qx                  Qx
524                    Mx                  Mx
525                    Qx                  Qx
526                    Qx                  Qx
527                    Qx                  Qx
528               Quality             Quality
529                    Qx                  Qx
530                    Qx                  Qx
531              Supplier            Supplier
532                    Mx                  Mx
533              Logbooks            Logbooks
534         Manufacturing       Manufacturing
535                    Qx                  Qx
536              Platform            Platform
537         Manufacturing       Manufacturing
538              Logbooks            Logbooks
539                    Qx                  Qx
540                    Qx                  Qx
541                    Qx                  Qx
542                    Qx                  Qx
543                    Qx                  Qx
544                    Mx                  Mx
545                    Mx                  Mx
546                    Qx                  Qx
547              Platform            Platform
548               Quality             Quality
549                    Qx                  Qx
550                    Qx                  Qx
551                    Mx                  Mx
552                    Mx                  Mx
553                    Qx                  Qx
554                    Qx                  Qx
555                    Qx                  Qx
556                    Mx                  Mx
557                    Qx                  Qx
558                    Qx                  Qx
559                    Qx                  Qx
560                    Qx                  Qx
561              Logbooks            Logbooks
562                    Mx                  Mx
563                    Qx                  Qx
564                    Mx                  Mx
565                    Mx                  Mx
566              Platform            Platform
567                    Qx                  Qx
568         Manufacturing       Manufacturing
569                    Qx                  Qx
570                    Qx                  Qx
571                    Qx                  Qx
572               Quality             Quality
573         Manufacturing       Manufacturing
574                    Qx                  Qx
575              Low Info            Low Info
576                    Mx                  Mx
577                    Qx                  Qx
578                    Mx                  Mx
579                    Mx                  Mx
580                    Qx                  Qx
581                    Qx                  Qx
582               Quality             Quality
583              Low Info            Low Info
584                    Qx                  Qx
585                    Qx                  Qx
586                    Qx                  Qx
587                    Mx                  Mx
588                    Qx                  Qx
589                    Mx                  Mx
590                    Qx                  Qx
591                    Mx                  Mx
592                    Qx                  Qx
593                    Qx                  Qx
594                    Qx                  Qx
595              Low Info            Low Info
596                    Mx                  Mx
597                    Qx                  Qx
598                    Qx                  Qx
599                    Qx                  Qx
600              Logbooks            Logbooks
601                    Mx                  Mx
602                    Qx                  Qx
603                    Qx                  Qx
604                    Qx                  Qx
605               Quality             Quality
606               Quality             Quality
607                    Qx                  Qx
608                    Mx                  Mx
609                    Mx                  Mx
610                    Qx                  Qx
611               Quality             Quality
612                    Qx                  Qx
613                    Qx                  Qx
614              Logbooks            Logbooks
615                    Qx                  Qx
616                    Qx                  Qx
617               Quality             Quality
618                    Mx                  Mx
619                    Qx                  Qx
620                    Qx                  Qx
621                    Qx                  Qx
622                    Qx                  Qx
623               Quality             Quality
624              Low Info            Low Info
625                    Mx                  Mx
626                    Qx                  Qx
627                    Mx                  Mx
628                    Qx                  Qx
629                    Mx                  Mx
630                    Mx                  Mx
631                    Mx                  Mx
632                    Mx                  Mx
633               Quality             Quality
634               Quality             Quality
635                    Mx                  Mx
636                    Qx                  Qx
637                    Mx                  Mx
638                    Mx                  Mx
639                    Qx                  Qx
640                    Qx                  Qx
641              Platform            Platform
642              Low Info            Low Info
643                    Qx                  Qx
644                    Qx                  Qx
645               Quality             Quality
646                    Mx                  Mx
647                    Qx                  Qx
648                    Qx                  Qx
649                    Mx                  Mx
650                    Qx                  Qx
651                    Qx                  Qx
652                    Qx                  Qx
653                    Qx                  Qx
654                    Qx                  Qx
655               Quality             Quality
656                    Qx                  Qx
657                    Mx                  Mx
658                    Mx                  Mx
659               Quality             Quality
660               Quality             Quality
661               Quality             Quality
662                    Qx                  Qx
663               Quality             Quality
664              Logbooks            Logbooks
665                    Qx                  Qx
666                    Qx                  Qx
667                    Qx                  Qx
668                    Qx                  Qx
669                    Qx                  Qx
670                    Mx                  Mx
671                    Mx                  Mx
672                    Qx                  Qx
673                    Mx                  Mx
674                    Qx                  Qx
675                    Qx                  Qx
676         Manufacturing       Manufacturing
677                    Mx                  Mx
678                    Qx                  Qx
679                    Qx                  Qx
680               Quality             Quality
681                    Mx                  Mx
682              Platform            Platform
683              Logbooks            Logbooks
684                    Mx                  Mx
685                    Mx                  Mx
686                    Mx                  Mx
687                    Mx                  Mx
688         Manufacturing       Manufacturing
689                    Qx                  Qx
690                    Mx                  Mx
691                    Qx                  Qx
692                    Qx                  Qx
693                    Qx                  Qx
694                    Qx                  Qx
695                    Qx                  Qx
696                    Qx                  Qx
697                    Qx                  Qx
698                    Qx                  Qx
699              Logbooks            Logbooks
700                    Qx                  Qx
701               Quality             Quality
702              Supplier            Supplier
703         Manufacturing       Manufacturing
704                    Qx                  Qx
705                    Qx                  Qx
706         Manufacturing       Manufacturing
707              Low Info            Low Info
708                    Qx                  Qx
709                    Qx                  Qx
710                    Qx                  Qx
711              Low Info            Low Info
712              Logbooks            Logbooks
713                    Qx                  Qx
714              Logbooks            Logbooks
715                    Qx                  Qx
716                    Qx                  Qx
717                    Mx                  Mx
718                    Mx                  Mx
719                    Qx                  Qx
720              Platform            Platform
721              Platform            Platform
722                    Qx                  Qx
723                    Qx                  Qx
724               Quality             Quality
725                    Mx                  Mx
726                    Mx                  Mx
727                    Mx                  Mx
728                    Mx                  Mx
729                    Qx                  Qx
730                    Mx                  Mx
731                    Mx                  Mx
732                    Mx                  Mx
733              Logbooks            Logbooks
734                    Qx                  Qx
735                    Qx                  Qx
736                    Qx                  Qx
737                    Qx                  Qx
738               Quality             Quality
739                    Qx                  Qx
740                    Qx                  Qx
741                    Qx                  Qx
742                    Mx                  Mx
743                    Qx                  Qx
744                    Qx                  Qx
745              Logbooks            Logbooks
746                    Mx                  Mx
747                    Mx                  Mx
748                    Qx                  Qx
749                    Mx                  Mx
750               Quality             Quality
751                    Qx                  Qx
752                    Mx                  Mx
753                    Qx                  Qx
754                    Mx                  Mx
755                    Qx                  Qx
756                    Qx                  Qx
757                    Qx                  Qx
758               Quality             Quality
759                    Mx                  Mx
760                    Mx                  Mx
761                    Mx                  Mx
762                    Qx                  Qx
763              Platform            Platform
764              Platform            Platform
765                    Qx                  Qx
766               Quality             Quality
767                    Qx                  Qx
768              Platform            Platform
769              Low Info            Low Info
770                    Qx                  Qx
771                    Qx                  Qx
772                    Mx                  Mx
773               Quality             Quality
774                    Mx                  Mx
775         Manufacturing       Manufacturing
776         Manufacturing       Manufacturing
777                    Qx                  Qx
778                    Qx                  Qx
779                    Mx                  Mx
780                    Qx                  Qx
781                    Qx                  Qx
782                    Qx                  Qx
783                    Mx                  Mx
784                    Mx                  Mx
785               Quality             Quality
786                    Qx                  Qx
787                    Qx                  Qx
788               Quality             Quality
789               Quality             Quality
790                    Qx                  Qx
791              Low Info            Low Info
792                    Qx                  Qx
793         Manufacturing       Manufacturing
794                    Mx                  Mx
795                    Qx                  Qx
796                    Mx                  Mx
797                    Qx                  Qx
798                    Qx                  Qx
799                    Qx                  Qx
800                    Mx                  Mx
801              Low Info            Low Info
802                    Mx                  Mx
803               Quality             Quality
804                    Mx                  Mx
805                    Qx                  Qx
806                    Mx                  Mx
807                    Qx                  Qx
808                    Qx                  Qx
809                    Qx                  Qx
810                    Qx                  Qx
811                    Qx                  Qx
812                    Qx                  Qx
813                    Mx                  Mx
814                    Qx                  Qx
815                    Qx                  Qx
816                    Qx                  Qx
817              Logbooks            Logbooks
818                    Qx                  Qx
819                    Qx                  Qx
820                    Mx                  Mx
821                    Qx                  Qx
822                    Qx                  Qx
823                    Qx                  Qx
824                    Mx                  Mx
825              Low Info            Low Info
826              Low Info            Low Info
827                    Qx                  Qx
828              Platform            Platform
829              Platform            Platform
830                    Mx                  Mx
831                    Qx                  Qx
832                    Qx                  Qx
833                    Qx                  Qx
834                    Qx                  Qx
835                    Mx                  Mx
836                    Qx                  Qx
837         Manufacturing       Manufacturing
838                    Mx                  Mx
839                    Mx                  Mx
840                    Qx                  Qx
841                    Qx                  Qx
842              Platform            Platform
843                    Qx                  Qx
844                    Mx                  Mx
845                    Mx                  Mx
846                    Mx                  Mx
847                    Mx                  Mx
848              Logbooks            Logbooks
849                    Qx                  Qx
850              Low Info            Low Info
851                    Qx                  Qx
852                    Mx                  Mx
853              Logbooks            Logbooks
854                    Qx                  Qx
855              Low Info            Low Info
856                    Qx                  Qx
857                    Qx                  Qx
858                    Qx                  Qx
859                    Qx                  Qx
860              Low Info            Low Info
861                    Qx                  Qx
862                    Qx                  Qx
863                    Qx                  Qx
864               Quality             Quality
865                    Qx                  Qx
866               Quality             Quality
867                    Qx                  Qx
868                    Qx                  Qx
869                    Qx                  Qx
870                    Qx                  Qx
871                    Qx                  Qx
872                    Qx                  Qx
873                    Qx                  Qx
874                    Qx                  Qx
875               Quality             Quality
876              Low Info            Low Info
877                    Qx                  Qx
878                    Qx                  Qx
879                    Qx                  Qx
880                    Mx                  Mx
881                    Qx                  Qx
882                    Qx                  Qx
883              Low Info            Low Info
884               Quality             Quality
885                    Mx                  Mx
886              Platform            Platform
887              Platform            Platform
888                    Qx                  Qx
889                    Qx                  Qx
890                    Mx                  Mx
891                    Qx                  Qx
892                    Qx                  Qx
893               Quality             Quality
894                    Qx                  Qx
895                    Qx                  Qx
896                    Qx                  Qx
897                    Qx                  Qx
898                    Qx                  Qx
899              Platform            Platform
900              Low Info            Low Info
901                    Qx                  Qx
902                    Mx                  Mx
903                    Qx                  Qx
904                    Mx                  Mx
905         Manufacturing       Manufacturing
906                    Qx                  Qx
907              Logbooks            Logbooks
908                    Qx                  Qx
909              Low Info            Low Info
910                    Qx                  Qx
911              Low Info            Low Info
912                    Qx                  Qx
913                    Mx                  Mx
914                    Qx                  Qx
915                    Mx                  Mx
916                    Mx                  Mx
917              Low Info            Low Info
918              Platform            Platform
919                    Qx                  Qx
920               Quality             Quality
921                    Mx                  Mx
922                    Mx                  Mx
923               Quality             Quality
924               Quality             Quality
925              Logbooks            Logbooks
926                    Qx                  Qx
927                    Qx                  Qx
928                    Mx                  Mx
929                    Mx                  Mx
930                    Qx                  Qx
931                    Qx                  Qx
932              Low Info            Low Info
933                    Qx                  Qx
934                    Qx                  Qx
935                    Qx                  Qx
936                    Qx                  Qx
937                    Qx                  Qx
938                    Mx                  Mx
939                    Mx                  Mx
940                    Qx                  Qx
941                    Qx                  Qx
942                    Qx                  Qx
943               Quality             Quality
944                    Qx                  Qx
945                    Qx                  Qx
946                    Qx                  Qx
947                    Qx                  Qx
948         Manufacturing       Manufacturing
949                    Qx                  Qx
950                    Qx                  Qx
951               Quality             Quality
952                    Qx                  Qx
953               Quality             Quality
954              Platform            Platform
955              Clinical            Clinical
956                    Qx                  Qx
957                    Qx                  Qx
958              Low Info            Low Info
959              Low Info            Low Info
960              Low Info            Low Info
961              Low Info            Low Info
962                    Qx                  Qx
963                    Qx                  Qx
964                    Qx                  Qx
965                    Qx                  Qx
966                    Qx                  Qx
967              Low Info            Low Info
968              Low Info            Low Info
969                    Qx                  Qx
970               Quality             Quality
971               Quality             Quality
972                    Qx                  Qx
973               Quality             Quality
974                    Qx                  Qx
975                    Qx                  Qx
976                    Qx                  Qx
977                    Qx                  Qx
978                    Qx                  Qx
979                    Qx                  Qx
980                    Qx                  Qx
981                    Qx                  Qx
982                    Qx                  Qx
983                    Qx                  Qx
984                    Qx                  Qx
985                    Qx                  Qx
986                    Qx                  Qx
987                    Qx                  Qx
988              Low Info            Low Info
989                    Qx                  Qx
990              Low Info            Low Info
991                    Qx                  Qx
992                    Mx                  Mx
993                    Qx                  Qx
994                    Qx                  Qx
995                    Qx                  Qx
996                    Mx                  Mx
997              Platform            Platform
998                    Mx                  Mx
999                    Qx                  Qx
1000                   Qx                  Qx
1001                   Qx                  Qx
1002                   Qx                  Qx
1003                   Qx                  Qx
1004                   Qx                  Qx
1005                   Qx                  Qx
1006                   Qx                  Qx
1007                   Qx                  Qx
1008                   Qx                  Qx
1009              Quality             Quality
1010                   Qx                  Qx
1011                   Qx                  Qx
1012                   Qx                  Qx
1013                   Mx                  Mx
1014                   Qx                  Qx
1015                   Qx                  Qx
1016                   Qx                  Qx
1017             Platform            Platform
1018                   Qx                  Qx
1019                   Qx                  Qx
1020                   Mx                  Mx
1021             Low Info            Low Info
1022              Quality             Quality
1023                   Qx                  Qx
1024        Manufacturing       Manufacturing
1025                   Qx                  Qx
1026                   Mx                  Mx
1027                   Qx                  Qx
1028                   Qx                  Qx
1029                   Mx                  Mx
1030        Manufacturing       Manufacturing
1031                   Qx                  Qx
1032                   Qx                  Qx
1033                   Qx                  Qx
1034                   Qx                  Qx
1035                   Qx                  Qx
1036                   Qx                  Qx
1037             Low Info            Low Info
1038                   Qx                  Qx
1039                   Qx                  Qx
1040                   Qx                  Qx
1041                   Qx                  Qx
1042                   Qx                  Qx
1043                   Qx                  Qx
1044             Low Info            Low Info
1045                   Qx                  Qx
1046                   Qx                  Qx
1047                   Qx                  Qx
1048                   Qx                  Qx
1049                   Qx                  Qx
1050                   Qx                  Qx
1051                   Qx                  Qx
1052                   Mx                  Mx
1053             Low Info            Low Info
1054                   Qx                  Qx
1055                   Mx                  Mx
1056                   Qx                  Qx
1057                   Qx                  Qx
1058                   Qx                  Qx
1059                   Qx                  Qx
1060                   Qx                  Qx
1061                   Mx                  Mx
1062                   Mx                  Mx
1063                   Qx                  Qx
1064                   Qx                  Qx
1065                   Qx                  Qx
1066                   Mx                  Mx
1067                   Mx                  Mx
1068                   Mx                  Mx
1069                   Mx                  Mx
1070                   Mx                  Mx
1071                   Mx                  Mx
1072                   Mx                  Mx
1073                   Mx                  Mx
1074                   Mx                  Mx
1075              Quality             Quality
1076                   Qx                  Qx
1077              Quality             Quality
1078        Manufacturing       Manufacturing
1079                   Mx                  Mx
1080                   Qx                  Qx
1081                   Qx                  Qx
1082                   Mx                  Mx
1083                   Qx                  Qx
1084                   Qx                  Qx
1085                   Qx                  Qx
1086                   Qx                  Qx
1087                   Qx                  Qx
1088                   Qx                  Qx
1089                   Qx                  Qx
1090             Low Info            Low Info
1091           Regulatory          Regulatory
1092                   Qx                  Qx
1093                   Qx                  Qx
1094                   Qx                  Qx
1095                   Qx                  Qx
1096                   Mx                  Mx
1097                   Qx                  Qx
1098                   Mx                  Mx
1099                   Mx                  Mx
1100                   Mx                  Mx
1101                   Mx                  Mx
1102                   Mx                  Mx
1103                   Mx                  Mx
1104                   Mx                  Mx
1105                   Qx                  Qx
1106              Quality             Quality
1107        Manufacturing       Manufacturing
1108              Quality             Quality
1109              Quality             Quality
1110                   Qx                  Qx
1111             Low Info            Low Info
1112              Quality             Quality
1113             Low Info            Low Info
1114                   Mx                  Mx
1115                   Qx                  Qx
1116             Low Info            Low Info
1117                   Mx                  Mx
1118              Quality             Quality
1119              Quality             Quality
1120           Regulatory          Regulatory
1121                   Qx                  Qx
1122                   Qx                  Qx
1123                   Qx                  Qx
1124                   Qx                  Qx
1125                   Mx                  Mx
1126                   Mx                  Mx
1127                   Mx                  Mx
1128                   Mx                  Mx
1129                   Mx                  Mx
1130                   Mx                  Mx
1131                   Qx                  Qx
1132                   Qx                  Qx
1133                   Qx                  Qx
1134                   Qx                  Qx
1135                   Mx                  Mx
1136                   Qx                  Qx
1137                   Mx                  Mx
1138                   Qx                  Qx
1139                   Qx                  Qx
1140                   Qx                  Qx
1141                   Qx                  Qx
1142                   Qx                  Qx
1143                   Qx                  Qx
1144                   Qx                  Qx
1145                   Qx                  Qx
1146                   Qx                  Qx
1147                   Qx                  Qx
1148                   Qx                  Qx
1149                   Qx                  Qx
1150                   Qx                  Qx
1151              Quality             Quality
1152                   Qx                  Qx
1153                   Qx                  Qx
1154                   Qx                  Qx
1155                   Qx                  Qx
1156                   Qx                  Qx
1157             Low Info            Low Info
1158                   Qx                  Qx
1159        Manufacturing       Manufacturing
1160                   Qx                  Qx
1161              Quality             Quality
1162                   Qx                  Qx
1163                   Qx                  Qx
1164                   Qx                  Qx
1165                   Qx                  Qx
1166                   Qx                  Qx
1167                   Qx                  Qx
1168                   Qx                  Qx
1169                   Qx                  Qx
1170             Supplier            Supplier
1171                   Qx                  Qx
1172                   Qx                  Qx
1173                   Qx                  Qx
1174           Regulatory          Regulatory
1175           Regulatory          Regulatory
1176                   Qx                  Qx
1177              Quality             Quality
1178        Manufacturing       Manufacturing
1179           Regulatory          Regulatory
1180                   Qx                  Qx
1181                   Qx                  Qx
1182                   Qx                  Qx
1183                   Qx                  Qx
1184              Quality             Quality
1185             Low Info            Low Info
1186                   Qx                  Qx
1187                   Qx                  Qx
1188                   Qx                  Qx
1189          Post-Market         Post-Market
1190             Low Info            Low Info
1191                   Qx                  Qx
1192                   Qx                  Qx
1193                   Qx                  Qx
1194                   Qx                  Qx
1195                   Qx                  Qx
1196                   Mx                  Mx
1197                   Mx                  Mx
1198                   Qx                  Qx
1199                   Qx                  Qx
1200                   Qx                  Qx
1201                   Qx                  Qx
1202                   Qx                  Qx
1203        Manufacturing       Manufacturing
1204                   Qx                  Qx
1205                   Qx                  Qx
1206                   Qx                  Qx
1207                   Qx                  Qx
1208                   Qx                  Qx
1209                   Mx                  Mx
1210                   Qx                  Qx
1211                   Mx                  Mx
1212                   Mx                  Mx
1213                   Mx                  Mx
1214                   Qx                  Qx
1215                   Mx                  Mx
1216                   Mx                  Mx
1217                   Mx                  Mx
1218                   Mx                  Mx
1219                   Mx                  Mx
1220                   Mx                  Mx
1221                   Mx                  Mx
1222                   Qx                  Qx
1223             Low Info            Low Info
1224                   Qx                  Qx
1225        Manufacturing       Manufacturing
1226                   Qx                  Qx
1227                   Qx                  Qx
1228                   Qx                  Qx
1229                   Qx                  Qx
1230              Quality             Quality
1231                   Qx                  Qx
1232                   Mx                  Mx
1233             Low Info            Low Info
1234                   Qx                  Qx
1235              Quality             Quality
1236             Low Info            Low Info
1237                   Qx                  Qx
1238                   Qx                  Qx
1239                   Qx                  Qx
1240                   Mx                  Mx
1241                   Qx                  Qx
1242             Low Info            Low Info
1243                   Qx                  Qx
1244                   Qx                  Qx
1245                   Qx                  Qx
1246                   Mx                  Mx
1247                   Qx                  Qx
1248                   Qx                  Qx
1249                   Qx                  Qx
1250                   Qx                  Qx
1251                   Qx                  Qx
1252                   Qx                  Qx
1253                   Mx                  Mx
1254                   Qx                  Qx
1255                   Qx                  Qx
1256                   Qx                  Qx
1257                   Mx                  Mx
1258                   Mx                  Mx
1259                   Mx                  Mx
1260                   Mx                  Mx
1261                   Qx                  Qx
1262                   Qx                  Qx
1263                   Qx                  Qx
1264                   Qx                  Qx
1265                   Qx                  Qx
1266                   Qx                  Qx
1267                   Qx                  Qx
1268                   Qx                  Qx
1269                   Mx                  Mx
1270                   Mx                  Mx
1271                   Mx                  Mx
1272  Product Development Product Development
1273                   Mx                  Mx
1274              Quality             Quality
1275                   Qx                  Qx
1276                   Qx                  Qx
1277                   Qx                  Qx
1278                   Qx                  Qx
1279                   Mx                  Mx
1280                   Mx                  Mx
1281                   Mx                  Mx
1282                   Mx                  Mx
1283                   Qx                  Qx
1284                   Mx                  Mx
1285                   Qx                  Qx
1286                   Qx                  Qx
1287                   Qx                  Qx
1288                   Qx                  Qx
1289                   Qx                  Qx
1290                   Qx                  Qx
1291             Low Info            Low Info
1292                   Mx                  Mx
1293                   Mx                  Mx
1294             Low Info            Low Info
1295                   Qx                  Qx
1296                   Mx                  Mx
1297                   Mx                  Mx
1298                   Mx                  Mx
1299                   Mx                  Mx
1300                   Mx                  Mx
1301              Quality             Quality
1302             Low Info            Low Info
1303                   Qx                  Qx
1304                   Mx                  Mx
1305                   Mx                  Mx
1306                   Mx                  Mx
1307                   Mx                  Mx
1308                   Mx                  Mx
1309                   Qx                  Qx
1310             Logbooks            Logbooks
1311                   Mx                  Mx
1312              Quality             Quality
1313                   Qx                  Qx
1314                   Qx                  Qx
1315                   Mx                  Mx
1316                   Mx                  Mx
1317             Low Info            Low Info
1318             Low Info            Low Info
1319                   Mx                  Mx
1320                   Mx                  Mx
1321                   Mx                  Mx
1322             Low Info            Low Info
1323                   Qx                  Qx
1324                   Mx                  Mx
1325                   Mx                  Mx
1326                   Mx                  Mx
1327                   Mx                  Mx
1328                   Qx                  Qx
1329                   Qx                  Qx
1330                   Qx                  Qx
1331             Low Info            Low Info
1332                   Qx                  Qx
1333                   Qx                  Qx
1334             Low Info            Low Info
1335                   Qx                  Qx
1336                   Qx                  Qx
1337             Low Info            Low Info
1338                   Mx                  Mx
1339             Logbooks            Logbooks
1340                   Qx                  Qx
1341              Quality             Quality
1342                   Qx                  Qx
1343                   Mx                  Mx
1344                   Qx                  Qx
1345             Low Info            Low Info
1346                   Mx                  Mx
1347                   Qx                  Qx
1348              Quality             Quality
1349              Quality             Quality
1350                   Qx                  Qx
1351                   Mx                  Mx
1352                   Qx                  Qx
1353                   Mx                  Mx
1354              Quality             Quality
1355                   Qx                  Qx
1356             Clinical            Clinical
1357              Quality             Quality
1358                   Qx                  Qx
1359                   Qx                  Qx
1360                   Mx                  Mx
1361                   Mx                  Mx
1362                   Mx                  Mx
1363                   Mx                  Mx
1364                   Mx                  Mx
1365                   Qx                  Qx
1366              Quality             Quality
1367                   Qx                  Qx
1368                   Mx                  Mx
1369                   Mx                  Mx
1370                   Mx                  Mx
1371        Manufacturing       Manufacturing
1372             Low Info            Low Info
1373                   Qx                  Qx
1374                   Qx                  Qx
1375                   Qx                  Qx
1376                   Mx                  Mx
1377                   Qx                  Qx
1378                   Qx                  Qx
1379                   Qx                  Qx
1380             Low Info            Low Info
1381                   Qx                  Qx
1382              Quality             Quality
1383                   Qx                  Qx
1384                   Qx                  Qx
1385              Quality             Quality
1386                   Qx                  Qx
1387              Quality             Quality
1388                   Qx                  Qx
1389                   Qx                  Qx
1390                   Qx                  Qx
1391                   Qx                  Qx
1392                   Qx                  Qx
1393             Clinical            Clinical
1394                   Mx                  Mx
1395                   Qx                  Qx
1396                   Mx                  Mx
1397                   Qx                  Qx
1398                   Qx                  Qx
1399                   Qx                  Qx
1400                   Qx                  Qx
1401                   Qx                  Qx
1402                   Qx                  Qx
1403             Low Info            Low Info
1404                   Mx                  Mx
1405                   Qx                  Qx
1406                   Qx                  Qx
1407                   Mx                  Mx
1408                   Qx                  Qx
1409                   Mx                  Mx
1410             Low Info            Low Info
1411                   Qx                  Qx
1412                   Qx                  Qx
1413                   Qx                  Qx
1414                   Qx                  Qx
1415                   Mx                  Mx
1416                   Mx                  Mx
1417                   Mx                  Mx
1418                   Qx                  Qx
1419                   Mx                  Mx
1420                   Qx                  Qx
1421                   Qx                  Qx
1422                   Qx                  Qx
1423                   Qx                  Qx
1424                   Qx                  Qx
1425             Platform            Platform
1426                   Qx                  Qx
1427                   Qx                  Qx
1428                   Qx                  Qx
1429                   Qx                  Qx
1430                   Mx                  Mx
1431        Manufacturing       Manufacturing
1432                   Qx                  Qx
1433                   Qx                  Qx
1434                   Qx                  Qx
1435                   Mx                  Mx
1436                   Qx                  Qx
1437                   Qx                  Qx
1438                   Mx                  Mx
1439                   Mx                  Mx
1440                   Mx                  Mx
1441                   Mx                  Mx
1442                   Qx                  Qx
1443                   Qx                  Qx
1444                   Qx                  Qx
1445                   Qx                  Qx
1446        Manufacturing       Manufacturing
1447        Manufacturing       Manufacturing
1448                   Qx                  Qx
1449                   Qx                  Qx
1450                   Qx                  Qx
1451                   Mx                  Mx
1452                   Mx                  Mx
1453                   Mx                  Mx
1454                   Mx                  Mx
1455                   Mx                  Mx
1456                   Qx                  Qx
1457                   Mx                  Mx
1458                   Mx                  Mx
1459                   Qx                  Qx
1460                   Mx                  Mx
1461                   Mx                  Mx
1462                   Qx                  Qx
1463                   Qx                  Qx
1464                   Qx                  Qx
1465                   Qx                  Qx
1466                   Qx                  Qx
1467                   Qx                  Qx
1468                   Mx                  Mx
1469                   Qx                  Qx
1470              Quality             Quality
1471                   Qx                  Qx
1472                   Qx                  Qx
1473                   Mx                  Mx
1474                   Mx                  Mx
1475                   Mx                  Mx
1476                   Mx                  Mx
1477                   Mx                  Mx
1478                   Mx                  Mx
1479                   Mx                  Mx
1480                   Mx                  Mx
1481                   Mx                  Mx
1482                   Qx                  Qx
1483                   Qx                  Qx
1484                   Qx                  Qx
1485                   Qx                  Qx
1486  Product Development Product Development
1487             Low Info            Low Info
1488                   Qx                  Qx
1489                   Mx                  Mx
1490             Platform            Platform
1491                   Qx                  Qx
1492              Quality             Quality
1493                   Qx                  Qx
1494                   Qx                  Qx
1495                   Qx                  Qx
1496                   Mx                  Mx
1497                   Qx                  Qx
1498             Low Info            Low Info
1499                   Qx                  Qx
1500                   Qx                  Qx
1501                   Qx                  Qx
1502             Low Info            Low Info
1503                   Qx                  Qx
1504                   Mx                  Mx
1505             Low Info            Low Info
1506                   Qx                  Qx
1507              Quality             Quality
1508                   Qx                  Qx
1509        Manufacturing       Manufacturing
1510                   Mx                  Mx
1511             Low Info            Low Info
1512                   Qx                  Qx
1513                   Mx                  Mx
1514                   Qx                  Qx
1515                   Mx                  Mx
1516                   Qx                  Qx
1517             Low Info            Low Info
1518             Low Info            Low Info
1519                   Qx                  Qx
1520                   Qx                  Qx
1521                   Qx                  Qx
1522                   Qx                  Qx
1523                   Qx                  Qx
1524                   Qx                  Qx
1525                   Mx                  Mx
1526              Quality             Quality
1527                   Qx                  Qx
1528                   Qx                  Qx
1529                   Qx                  Qx
1530                   Qx                  Qx
1531                   Mx                  Mx
1532                   Mx                  Mx
1533             Logbooks            Logbooks
1534                   Qx                  Qx
1535                   Mx                  Mx
1536                   Mx                  Mx
1537                   Mx                  Mx
1538                   Qx                  Qx
1539                   Qx                  Qx
1540                   Qx                  Qx
1541                   Mx                  Mx
1542                   Mx                  Mx
1543                   Qx                  Qx
1544                   Mx                  Mx
1545             Low Info            Low Info
1546             Logbooks            Logbooks
1547                   Qx                  Qx
1548                   Qx                  Qx
1549              Quality             Quality
1550             Platform            Platform
1551             Logbooks            Logbooks
1552                   Qx                  Qx
1553                   Qx                  Qx
1554                   Mx                  Mx
1555                   Qx                  Qx
1556                   Mx                  Mx
1557                   Mx                  Mx
1558                   Qx                  Qx
1559                   Mx                  Mx
1560              Quality             Quality
1561                   Mx                  Mx
1562                   Qx                  Qx
1563                   Qx                  Qx
1564                   Mx                  Mx
1565                   Qx                  Qx
1566                   Ax                  Ax
1567                   Qx                  Qx
1568                   Mx                  Mx
1569             Logbooks            Logbooks
1570                   Qx                  Qx
1571                   Qx                  Qx
1572                   Qx                  Qx
1573             Low Info            Low Info
1574              Quality             Quality
1575                   Qx                  Qx
1576              Quality             Quality
1577                   Mx                  Mx
1578                   Qx                  Qx
1579        Manufacturing       Manufacturing
1580        Manufacturing       Manufacturing
1581                   Qx                  Qx
1582                   Qx                  Qx
1583              Quality             Quality
1584                   Qx                  Qx
1585                   Qx                  Qx
1586                   Qx                  Qx
1587                   Qx                  Qx
1588                   Mx                  Mx
1589                   Qx                  Qx
1590                   Qx                  Qx
1591                   Qx                  Qx
1592                   Qx                  Qx
1593                   Qx                  Qx
1594                   Mx                  Mx
1595                   Qx                  Qx
1596             Platform            Platform
1597                   Qx                  Qx
1598                   Mx                  Mx
1599                   Mx                  Mx
1600                   Qx                  Qx
1601                   Qx                  Qx
1602                   Qx                  Qx
1603              Quality             Quality
1604                   Qx                  Qx
1605                   Qx                  Qx
1606                   Qx                  Qx
1607                   Mx                  Mx
1608                   Mx                  Mx
1609             Platform            Platform
1610           Regulatory          Regulatory
1611             Logbooks            Logbooks
1612                   Mx                  Mx
1613                   Mx                  Mx
1614                   Qx                  Qx
1615             Logbooks            Logbooks
1616                   Qx                  Qx
1617              Quality             Quality
1618                   Qx                  Qx
1619             Low Info            Low Info
1620                   Qx                  Qx
1621                   Qx                  Qx
1622                   Qx                  Qx
1623             Logbooks            Logbooks
1624                   Qx                  Qx
1625                   Qx                  Qx
1626                   Qx                  Qx
1627             Low Info            Low Info
1628                   Qx                  Qx
1629             Logbooks            Logbooks
1630        Manufacturing       Manufacturing
1631                   Mx                  Mx
1632                   Mx                  Mx
1633                   Mx                  Mx
1634                   Qx                  Qx
1635             Platform            Platform
1636                   Qx                  Qx
1637                   Qx                  Qx
1638                   Qx                  Qx
1639                   Mx                  Mx
1640                   Qx                  Qx
1641              Quality             Quality
1642                   Qx                  Qx
1643                   Mx                  Mx
1644                   Qx                  Qx
1645             Low Info            Low Info
1646                   Qx                  Qx
1647              Quality             Quality
1648                   Qx                  Qx
1649                   Qx                  Qx
1650                   Qx                  Qx
1651                   Qx                  Qx
1652                   Mx                  Mx
1653                   Qx                  Qx
1654              Quality             Quality
1655        Manufacturing       Manufacturing
1656             Logbooks            Logbooks
1657                   Mx                  Mx
1658                   Qx                  Qx
1659                   Qx                  Qx
1660                   Mx                  Mx
1661                   Mx                  Mx
1662                   Qx                  Qx
1663                   Qx                  Qx
1664                   Qx                  Qx
1665                   Qx                  Qx
1666                   Qx                  Qx
1667                   Qx                  Qx
1668             Logbooks            Logbooks
1669                   Qx                  Qx
1670                   Mx                  Mx
1671                   Mx                  Mx
1672             Platform            Platform
1673                   Mx                  Mx
1674                   Qx                  Qx
1675        Manufacturing       Manufacturing
1676                   Mx                  Mx
1677                   Mx                  Mx
1678             Low Info            Low Info
1679             Low Info            Low Info
1680                   Qx                  Qx
1681                   Qx                  Qx
1682                   Mx                  Mx
1683                   Qx                  Qx
1684                   Qx                  Qx
1685                   Mx                  Mx
1686                   Qx                  Qx
1687                   Mx                  Mx
1688                   Mx                  Mx
1689                   Qx                  Qx
1690                   Qx                  Qx
1691        Manufacturing       Manufacturing
1692                   Qx                  Qx
1693                   Mx                  Mx
1694              Quality             Quality
1695                   Qx                  Qx
1696                   Qx                  Qx
1697                   Qx                  Qx
1698                   Qx                  Qx
1699                   Qx                  Qx
1700                   Qx                  Qx
1701                   Qx                  Qx
1702              Quality             Quality
1703              Quality             Quality
1704                   Qx                  Qx
1705             Logbooks            Logbooks
1706              Quality             Quality
1707                   Qx                  Qx
1708                   Qx                  Qx
1709                   Qx                  Qx
1710                   Mx                  Mx
1711                   Qx                  Qx
1712                   Qx                  Qx
1713                   Mx                  Mx
1714                   Qx                  Qx
1715             Platform            Platform
1716              Quality             Quality
1717                   Qx                  Qx
1718                   Qx                  Qx
1719                   Qx                  Qx
1720             Platform            Platform
1721                   Mx                  Mx
1722                   Qx                  Qx
1723                   Qx                  Qx
1724                   Mx                  Mx
1725             Low Info            Low Info
1726                   Qx                  Qx
1727                   Qx                  Qx
1728              Quality             Quality
1729                   Qx                  Qx
1730                   Mx                  Mx
1731                   Qx                  Qx
1732                   Mx                  Mx
1733                   Qx                  Qx
1734                   Qx                  Qx
1735                   Qx                  Qx
1736                   Mx                  Mx
1737             Platform            Platform
1738             Platform            Platform
1739                   Qx                  Qx
1740                   Mx                  Mx
1741             Low Info            Low Info
1742                   Qx                  Qx
1743                   Qx                  Qx
1744                   Mx                  Mx
1745                   Qx                  Qx
1746                   Qx                  Qx
1747              Quality             Quality
1748                   Qx                  Qx
1749                   Qx                  Qx
1750                   Qx                  Qx
1751              Quality             Quality
1752             Low Info            Low Info
1753             Logbooks            Logbooks
1754                   Qx                  Qx
1755                   Qx                  Qx
1756                   Mx                  Mx
1757                   Qx                  Qx
1758                   Mx                  Mx
1759        Manufacturing       Manufacturing
1760                   Qx                  Qx
1761                   Qx                  Qx
1762              Quality             Quality
1763                   Qx                  Qx
1764        Manufacturing       Manufacturing
1765                   Mx                  Mx
1766                   Mx                  Mx
1767                   Qx                  Qx
1768                   Mx                  Mx
1769                   Mx                  Mx
1770                   Qx                  Qx
1771                   Qx                  Qx
1772                   Qx                  Qx
1773                   Qx                  Qx
1774                   Qx                  Qx
1775                   Qx                  Qx
1776             Logbooks            Logbooks
1777                   Qx                  Qx
1778                   Qx                  Qx
1779              Quality             Quality
1780                   Qx                  Qx
1781                   Qx                  Qx
1782                   Qx                  Qx
1783             Logbooks            Logbooks
1784                   Qx                  Qx
1785              Quality             Quality
1786                   Qx                  Qx
1787              Quality             Quality
1788                   Qx                  Qx
1789                   Qx                  Qx
1790                   Qx                  Qx
1791                   Qx                  Qx
1792             Platform            Platform
1793                   Qx                  Qx
1794                   Qx                  Qx
1795             Platform            Platform
1796             Platform            Platform
1797                   Qx                  Qx
1798             Logbooks            Logbooks
1799                   Qx                  Qx
1800              Quality             Quality
1801                   Mx                  Mx
1802             Low Info            Low Info
1803                   Mx                  Mx
1804                   Qx                  Qx
1805             Low Info            Low Info
1806                   Qx                  Qx
1807                   Qx                  Qx
1808                   Mx                  Mx
1809                   Qx                  Qx
1810             Platform            Platform
1811                   Qx                  Qx
1812                   Qx                  Qx
1813                   Qx                  Qx
1814                   Qx                  Qx
1815                   Mx                  Mx
1816                   Mx                  Mx
1817             Platform            Platform
1818                   Mx                  Mx
1819                   Qx                  Qx
1820                   Qx                  Qx
1821                   Qx                  Qx
1822                   Qx                  Qx
1823                   Qx                  Qx
1824                   Qx                  Qx
1825                   Qx                  Qx
1826                   Mx                  Mx
1827                   Qx                  Qx
1828                   Qx                  Qx
1829                   Qx                  Qx
1830              Quality             Quality
1831                   Mx                  Mx
1832                   Qx                  Qx
1833                   Mx                  Mx
1834                   Qx                  Qx
1835                   Qx                  Qx
1836                   Mx                  Mx
1837                   Mx                  Mx
1838                   Mx                  Mx
1839                   Qx                  Qx
1840             Low Info            Low Info
1841                   Qx                  Qx
1842                   Mx                  Mx
1843              Quality             Quality
1844                   Qx                  Qx
1845        Manufacturing       Manufacturing
1846                   Qx                  Qx
1847                   Qx                  Qx
1848                   Qx                  Qx
1849                   Qx                  Qx
1850                   Mx                  Mx
1851                   Mx                  Mx
1852                   Qx                  Qx
1853                   Mx                  Mx
1854                   Mx                  Mx
1855                   Qx                  Qx
1856             Platform            Platform
1857                   Qx                  Qx
1858                   Qx                  Qx
1859                   Mx                  Mx
1860                   Qx                  Qx
1861                   Qx                  Qx
1862                   Qx                  Qx
1863             Logbooks            Logbooks
1864             Clinical            Clinical
1865                   Qx                  Qx
1866                   Mx                  Mx
1867                   Mx                  Mx
1868                   Qx                  Qx
1869                   Mx                  Mx
1870                   Qx                  Qx
1871                   Qx                  Qx
1872                   Qx                  Qx
1873                   Qx                  Qx
1874                   Qx                  Qx
1875                   Qx                  Qx
1876             Low Info            Low Info
1877             Platform            Platform
1878                   Mx                  Mx
1879                   Mx                  Mx
1880                   Ax                  Ax
1881              Quality             Quality
1882                   Mx                  Mx
1883                   Qx                  Qx
1884                   Ax                  Ax
1885                   Qx                  Qx
1886                   Qx                  Qx
1887              Quality             Quality
1888                   Qx                  Qx
1889                   Qx                  Qx
1890                   Mx                  Mx
1891                   Qx                  Qx
1892              Quality             Quality
1893                   Qx                  Qx
1894              Quality             Quality
1895                   Qx                  Qx
1896                   Mx                  Mx
1897                   Mx                  Mx
1898                   Qx                  Qx
1899             Logbooks            Logbooks
1900                   Qx                  Qx
1901                   Qx                  Qx
1902                   Mx                  Mx
1903                   Mx                  Mx
1904                   Qx                  Qx
1905              Quality             Quality
1906                   Qx                  Qx
1907                   Mx                  Mx
1908                   Mx                  Mx
1909                   Qx                  Qx
1910                   Qx                  Qx
1911                   Qx                  Qx
1912                   Mx                  Mx
1913                   Qx                  Qx
1914                   Qx                  Qx
1915                   Mx                  Mx
1916                   Qx                  Qx
1917                   Qx                  Qx
1918                   Qx                  Qx
1919                   Qx                  Qx
1920                   Qx                  Qx
1921                   Qx                  Qx
1922                   Qx                  Qx
1923                   Qx                  Qx
1924                   Qx                  Qx
1925                   Mx                  Mx
1926                   Mx                  Mx
1927                   Qx                  Qx
1928                   Qx                  Qx
1929             Logbooks            Logbooks
1930                   Qx                  Qx
1931                   Qx                  Qx
1932                   Qx                  Qx
1933        Manufacturing       Manufacturing
1934             Logbooks            Logbooks
1935                   Qx                  Qx
1936             Logbooks            Logbooks
1937             Logbooks            Logbooks
1938                   Ax                  Ax
1939                   Mx                  Mx
1940                   Mx                  Mx
1941                   Qx                  Qx
1942             Logbooks            Logbooks
1943                   Mx                  Mx
1944                   Qx                  Qx
1945                   Mx                  Mx
1946                   Qx                  Qx
1947                   Mx                  Mx
1948                   Qx                  Qx
1949                   Mx                  Mx
1950                   Qx                  Qx
1951                   Qx                  Qx
1952                   Mx                  Mx
1953        Manufacturing       Manufacturing
1954        Manufacturing       Manufacturing
1955        Manufacturing       Manufacturing
1956                   Qx                  Qx
1957                   Qx                  Qx
1958                   Qx                  Qx
1959                   Qx                  Qx
1960                   Mx                  Mx
1961                   Qx                  Qx
1962                   Mx                  Mx
1963                   Qx                  Qx
1964             Platform            Platform
1965                   Mx                  Mx
1966                   Qx                  Qx
1967                   Qx                  Qx
1968             Low Info            Low Info
1969                   Qx                  Qx
1970                   Qx                  Qx
1971              Quality             Quality
1972                   Qx                  Qx
1973                   Qx                  Qx
1974             Platform            Platform
1975                   Qx                  Qx
1976                   Qx                  Qx
1977             Logbooks            Logbooks
1978                   Qx                  Qx
1979                   Qx                  Qx
1980                   Qx                  Qx
1981                   Qx                  Qx
1982                   Qx                  Qx
1983                   Mx                  Mx
1984                   Qx                  Qx
1985                   Qx                  Qx
1986                   Mx                  Mx
1987                   Qx                  Qx
1988                   Qx                  Qx
1989                   Qx                  Qx
1990                   Mx                  Mx
1991                   Qx                  Qx
1992                   Mx                  Mx
1993             Logbooks            Logbooks
1994        Manufacturing       Manufacturing
1995                   Mx                  Mx
1996                   Qx                  Qx
1997                   Qx                  Qx
1998             Platform            Platform
1999                   Qx                  Qx
2000              Quality             Quality
2001                   Mx                  Mx
2002             Logbooks            Logbooks
2003                   Qx                  Qx
2004                   Qx                  Qx
2005             Logbooks            Logbooks
2006                   Qx                  Qx
2007                   Mx                  Mx
2008                   Qx                  Qx
2009             Logbooks            Logbooks
2010                   Qx                  Qx
2011        Manufacturing       Manufacturing
2012                   Mx                  Mx
2013                   Qx                  Qx
2014              Quality             Quality
2015              Quality             Quality
2016                   Qx                  Qx
2017             Platform            Platform
2018                   Qx                  Qx
2019                   Mx                  Mx
2020                   Mx                  Mx
2021                   Qx                  Qx
2022                   Mx                  Mx
2023                   Qx                  Qx
2024                   Qx                  Qx
2025                   Mx                  Mx
2026                   Qx                  Qx
2027                   Qx                  Qx
2028                   Qx                  Qx
2029                   Qx                  Qx
2030              Quality             Quality
2031                   Qx                  Qx
2032             Platform            Platform
2033                   Qx                  Qx
2034        Manufacturing       Manufacturing
2035                   Qx                  Qx
2036             Platform            Platform
2037                   Qx                  Qx
2038                   Mx                  Mx
2039              Quality             Quality
2040                   Mx                  Mx
2041                   Mx                  Mx
2042                   Mx                  Mx
2043                   Mx                  Mx
2044                   Mx                  Mx
2045             Platform            Platform
2046                   Mx                  Mx
2047                   Mx                  Mx
2048              Quality             Quality
2049        Manufacturing       Manufacturing
2050                   Mx                  Mx
2051                   Qx                  Qx
2052                   Qx                  Qx
2053             Platform            Platform
2054                   Mx                  Mx
2055                   Qx                  Qx
2056                   Qx                  Qx
2057              Quality             Quality
2058                   Qx                  Qx
2059                   Qx                  Qx
2060                   Mx                  Mx
2061              Quality             Quality
2062                   Qx                  Qx
2063                   Qx                  Qx
2064                   Qx                  Qx
2065                   Qx                  Qx
2066             Logbooks            Logbooks
2067                   Mx                  Mx
2068                   Qx                  Qx
2069        Manufacturing       Manufacturing
2070              Quality             Quality
2071                   Mx                  Mx
2072              Quality             Quality
2073                   Mx                  Mx
2074             Logbooks            Logbooks
2075                   Qx                  Qx
2076                   Qx                  Qx
2077                   Qx                  Qx
2078              Quality             Quality
2079              Quality             Quality
2080                   Qx                  Qx
2081             Platform            Platform
2082             Platform            Platform
2083                   Qx                  Qx
2084                   Qx                  Qx
2085                   Mx                  Mx
2086                   Qx                  Qx
2087              Quality             Quality
2088             Supplier            Supplier
2089                   Qx                  Qx
2090             Logbooks            Logbooks
2091                   Mx                  Mx
2092                   Qx                  Qx
2093                   Qx                  Qx
2094                   Qx                  Qx
2095                   Qx                  Qx
2096                   Mx                  Mx
2097                   Qx                  Qx
2098                   Qx                  Qx
2099                   Qx                  Qx
2100                   Qx                  Qx
2101                   Qx                  Qx
2102                   Qx                  Qx
2103                   Mx                  Mx
2104                   Qx                  Qx
2105        Manufacturing       Manufacturing
2106        Manufacturing       Manufacturing
2107                   Mx                  Mx
2108                   Qx                  Qx
2109                   Qx                  Qx
2110                   Qx                  Qx
2111                   Qx                  Qx
2112                   Qx                  Qx
2113                   Qx                  Qx
2114                   Mx                  Mx
2115                   Qx                  Qx
2116                   Qx                  Qx
2117                   Qx                  Qx
2118                   Qx                  Qx
2119                   Mx                  Mx
2120                   Qx                  Qx
2121                   Qx                  Qx
2122        Manufacturing       Manufacturing
2123             Low Info            Low Info
2124             Logbooks            Logbooks
2125                   Qx                  Qx
2126        Manufacturing       Manufacturing
2127        Manufacturing       Manufacturing
2128                   Qx                  Qx
2129              Quality             Quality
2130              Quality             Quality
2131              Quality             Quality
2132                   Qx                  Qx
2133                   Qx                  Qx
2134                   Qx                  Qx
2135                   Mx                  Mx
2136                   Mx                  Mx
2137                   Mx                  Mx
2138                   Qx                  Qx
2139                   Qx                  Qx
2140                   Qx                  Qx
2141                   Qx                  Qx
2142                   Qx                  Qx
2143                   Mx                  Mx
2144                   Qx                  Qx
2145             Platform            Platform
2146                   Qx                  Qx
2147             Logbooks            Logbooks
2148                   Qx                  Qx
2149                   Qx                  Qx
2150                   Qx                  Qx
2151                   Qx                  Qx
2152             Platform            Platform
2153                   Qx                  Qx
2154                   Mx                  Mx
2155                   Qx                  Qx
2156              Quality             Quality
2157                   Qx                  Qx
2158                   Qx                  Qx
2159                   Qx                  Qx
2160                   Qx                  Qx
2161                   Mx                  Mx
2162                   Mx                  Mx
2163                   Qx                  Qx
2164                   Mx                  Mx
2165                   Qx                  Qx
2166                   Qx                  Qx
2167        Manufacturing       Manufacturing
2168                   Qx                  Qx
2169                   Mx                  Mx
2170                   Qx                  Qx
2171                   Qx                  Qx
2172                   Qx                  Qx
2173                   Qx                  Qx
2174              Quality             Quality
2175        Manufacturing       Manufacturing
2176                   Qx                  Qx
2177             Platform            Platform
2178             Platform            Platform
2179                   Mx                  Mx
2180                   Qx                  Qx
2181                   Qx                  Qx
2182                   Qx                  Qx
2183              Quality             Quality
2184                   Qx                  Qx
2185          Post-Market         Post-Market
2186                   Mx                  Mx
2187                   Qx                  Qx
2188              Quality             Quality
2189              Quality             Quality
2190             Low Info            Low Info
2191                   Qx                  Qx
2192                   Qx                  Qx
2193             Logbooks            Logbooks
2194              Quality             Quality
2195                   Mx                  Mx
2196                   Mx                  Mx
2197                   Mx                  Mx
2198                   Mx                  Mx
2199                   Qx                  Qx
2200                   Qx                  Qx
2201        Manufacturing       Manufacturing
2202                   Qx                  Qx
2203                   Qx                  Qx
2204                   Qx                  Qx
2205                   Qx                  Qx
2206                   Mx                  Mx
2207              Quality             Quality
2208                   Qx                  Qx
2209             Logbooks            Logbooks
2210                   Mx                  Mx
2211                   Qx                  Qx
2212              Quality             Quality
2213             Logbooks            Logbooks
2214              Quality             Quality
2215                   Mx                  Mx
2216                   Qx                  Qx
2217             Logbooks            Logbooks
2218                   Mx                  Mx
2219                   Mx                  Mx
2220                   Mx                  Mx
2221                   Qx                  Qx
2222             Platform            Platform
2223                   Mx                  Mx
2224                   Qx                  Qx
2225                   Mx                  Mx
2226                   Mx                  Mx
2227                   Qx                  Qx
2228                   Mx                  Mx
2229                   Qx                  Qx
2230                   Mx                  Mx
2231                   Qx                  Qx
2232                   Qx                  Qx
2233                   Qx                  Qx
2234                   Qx                  Qx
2235              Quality             Quality
2236                   Qx                  Qx
2237                   Qx                  Qx
2238                   Qx                  Qx
2239              Quality             Quality
2240                   Mx                  Mx
2241                   Mx                  Mx
2242                   Qx                  Qx
2243                   Qx                  Qx
2244                   Qx                  Qx
2245                   Qx                  Qx
2246        Manufacturing       Manufacturing
2247                   Mx                  Mx
2248             Logbooks            Logbooks
2249                   Qx                  Qx
2250                   Qx                  Qx
2251              Quality             Quality
2252                   Mx                  Mx
2253                   Qx                  Qx
2254                   Qx                  Qx
2255                   Qx                  Qx
2256                   Mx                  Mx
2257        Manufacturing       Manufacturing
2258        Manufacturing       Manufacturing
2259             Logbooks            Logbooks
2260                   Qx                  Qx
2261                   Qx                  Qx
2262                   Qx                  Qx
2263                   Qx                  Qx
2264              Quality             Quality
2265                   Qx                  Qx
2266              Quality             Quality
2267                   Mx                  Mx
2268             Low Info            Low Info
2269              Quality             Quality
2270                   Qx                  Qx
2271                   Qx                  Qx
2272                   Qx                  Qx
2273                   Qx                  Qx
2274                   Qx                  Qx
2275                   Mx                  Mx
2276                   Qx                  Qx
2277              Quality             Quality
2278                   Qx                  Qx
2279                   Qx                  Qx
2280                   Qx                  Qx
2281                   Mx                  Mx
2282                   Mx                  Mx
2283                   Qx                  Qx
2284                   Mx                  Mx
2285                   Mx                  Mx
2286                   Qx                  Qx
2287             Logbooks            Logbooks
2288                   Qx                  Qx
2289              Quality             Quality
2290                   Qx                  Qx
2291                   Qx                  Qx
2292                   Qx                  Qx
2293                   Qx                  Qx
2294                   Mx                  Mx
2295             Logbooks            Logbooks
2296                   Qx                  Qx
2297                   Qx                  Qx
2298                   Qx                  Qx
2299                   Qx                  Qx
2300                   Mx                  Mx
2301                   Mx                  Mx
2302                   Qx                  Qx
2303                   Mx                  Mx
2304                   Qx                  Qx
2305                   Qx                  Qx
2306                   Qx                  Qx
2307                   Qx                  Qx
2308                   Mx                  Mx
2309                   Mx                  Mx
2310                   Qx                  Qx
2311                   Qx                  Qx
2312                   Qx                  Qx
2313                   Qx                  Qx
2314                   Qx                  Qx
2315                   Mx                  Mx
2316                   Mx                  Mx
2317              Quality             Quality
2318                   Qx                  Qx
2319                   Qx                  Qx
2320        Manufacturing       Manufacturing
2321                   Qx                  Qx
2322              Quality             Quality
2323                   Qx                  Qx
2324             Logbooks            Logbooks
2325              Quality             Quality
2326                   Qx                  Qx
2327                   Mx                  Mx
2328                   Mx                  Mx
2329                   Mx                  Mx
2330        Manufacturing       Manufacturing
2331                   Mx                  Mx
2332                   Mx                  Mx
2333                   Mx                  Mx
2334                   Qx                  Qx
2335                   Mx                  Mx
2336                   Qx                  Qx
2337                   Qx                  Qx
2338                   Qx                  Qx
2339                   Qx                  Qx
2340                   Mx                  Mx
2341                   Mx                  Mx
2342                   Qx                  Qx
2343                   Mx                  Mx
2344                   Qx                  Qx
2345              Quality             Quality
2346                   Mx                  Mx
2347                   Qx                  Qx
2348                   Qx                  Qx
2349                   Qx                  Qx
2350                   Mx                  Mx
2351             Logbooks            Logbooks
2352                   Qx                  Qx
2353                   Qx                  Qx
2354                   Qx                  Qx
2355                   Qx                  Qx
2356                   Qx                  Qx
2357                   Qx                  Qx
2358                   Qx                  Qx
2359                   Qx                  Qx
2360                   Qx                  Qx
2361                   Mx                  Mx
2362                   Mx                  Mx
2363                   Qx                  Qx
2364                   Qx                  Qx
2365        Manufacturing       Manufacturing
2366                   Qx                  Qx
2367              Quality             Quality
2368                   Mx                  Mx
2369                   Qx                  Qx
2370                   Qx                  Qx
2371                   Qx                  Qx
2372                   Qx                  Qx
2373                   Mx                  Mx
2374                   Qx                  Qx
2375                   Mx                  Mx
2376                   Qx                  Qx
2377              Quality             Quality
2378                   Qx                  Qx
2379                   Qx                  Qx
2380              Quality             Quality
2381              Quality             Quality
2382                   Qx                  Qx
2383              Quality             Quality
2384                   Qx                  Qx
2385                   Qx                  Qx
2386                   Qx                  Qx
2387             Low Info            Low Info
2388              Quality             Quality
2389                   Qx                  Qx
2390                   Qx                  Qx
2391                   Mx                  Mx
2392              Quality             Quality
2393                   Qx                  Qx
2394                   Qx                  Qx
2395                   Mx                  Mx
2396                   Mx                  Mx
2397                   Qx                  Qx
2398             Platform            Platform
2399                   Qx                  Qx
2400                   Mx                  Mx
2401                   Mx                  Mx
2402                   Qx                  Qx
2403                   Qx                  Qx
2404                   Qx                  Qx
2405                   Qx                  Qx
2406                   Qx                  Qx
2407                   Qx                  Qx
2408                   Qx                  Qx
2409             Logbooks            Logbooks
2410                   Qx                  Qx
2411                   Qx                  Qx
2412              Quality             Quality
2413                   Qx                  Qx
2414                   Qx                  Qx
2415                   Qx                  Qx
2416                   Qx                  Qx
2417                   Qx                  Qx
2418                   Qx                  Qx
2419             Low Info            Low Info
2420                   Mx                  Mx
2421                   Mx                  Mx
2422                   Mx                  Mx
2423             Platform            Platform
2424             Low Info            Low Info
2425                   Qx                  Qx
2426                   Qx                  Qx
2427                   Qx                  Qx
2428                   Qx                  Qx
2429                   Qx                  Qx
2430                   Qx                  Qx
2431                   Mx                  Mx
2432                   Qx                  Qx
2433              Quality             Quality
2434              Quality             Quality
2435                   Mx                  Mx
2436                   Qx                  Qx
2437                   Mx                  Mx
2438                   Mx                  Mx
2439        Manufacturing       Manufacturing
2440                   Qx                  Qx
2441                   Qx                  Qx
2442              Quality             Quality
2443                   Qx                  Qx
2444                   Qx                  Qx
2445                   Mx                  Mx
2446                   Qx                  Qx
2447                   Qx                  Qx
2448             Platform            Platform
2449                   Qx                  Qx
2450              Quality             Quality
2451             Logbooks            Logbooks
2452                   Qx                  Qx
2453             Low Info            Low Info
2454                   Mx                  Mx
2455                   Qx                  Qx
2456                   Mx                  Mx
2457             Logbooks            Logbooks
2458                   Mx                  Mx
2459        Manufacturing       Manufacturing
2460        Manufacturing       Manufacturing
2461                   Qx                  Qx
2462                   Mx                  Mx
2463                   Qx                  Qx
2464                   Qx                  Qx
2465             Low Info            Low Info
2466                   Qx                  Qx
2467        Manufacturing       Manufacturing
2468              Quality             Quality
2469                   Qx                  Qx
2470                   Mx                  Mx
2471                   Mx                  Mx
2472                   Mx                  Mx
2473             Logbooks            Logbooks
2474             Platform            Platform
2475                   Qx                  Qx
2476                   Qx                  Qx
2477                   Qx                  Qx
2478                   Qx                  Qx
2479                   Qx                  Qx
2480                   Qx                  Qx
2481                   Qx                  Qx
2482                   Qx                  Qx
2483                   Qx                  Qx
2484                   Qx                  Qx
2485                   Qx                  Qx
2486                   Qx                  Qx
2487                   Mx                  Mx
2488                   Qx                  Qx
2489                   Qx                  Qx
2490                   Qx                  Qx
2491  Product Development Product Development
2492                   Qx                  Qx
2493              Quality             Quality
2494                   Qx                  Qx
2495                   Qx                  Qx
2496              Quality             Quality
2497                   Qx                  Qx
2498             Logbooks            Logbooks
2499                   Mx                  Mx
2500                   Mx                  Mx
2501                   Mx                  Mx
2502                   Qx                  Qx
2503                   Qx                  Qx
2504                   Mx                  Mx
2505             Platform            Platform
2506                   Qx                  Qx
2507                   Qx                  Qx
2508                   Mx                  Mx
2509              Quality             Quality
2510                   Qx                  Qx
2511                   Mx                  Mx
2512                   Qx                  Qx
2513                   Qx                  Qx
2514                   Qx                  Qx
2515                   Mx                  Mx
2516                   Mx                  Mx
2517             Logbooks            Logbooks
2518                   Mx                  Mx
2519                   Qx                  Qx
2520             Logbooks            Logbooks
2521                   Qx                  Qx
2522                   Qx                  Qx
2523                   Qx                  Qx
2524                   Mx                  Mx
2525             Platform            Platform
2526             Logbooks            Logbooks
2527                   Mx                  Mx
2528             Clinical            Clinical
2529        Manufacturing       Manufacturing
2530                   Mx                  Mx
2531        Manufacturing       Manufacturing
2532                   Qx                  Qx
2533        Manufacturing       Manufacturing
2534              Quality             Quality
2535        Manufacturing       Manufacturing
2536                   Qx                  Qx
2537                   Qx                  Qx
2538                   Qx                  Qx
2539                   Mx                  Mx
2540                   Qx                  Qx
2541                   Qx                  Qx
2542             Logbooks            Logbooks
2543        Manufacturing       Manufacturing
2544              Quality             Quality
2545                   Mx                  Mx
2546                   Qx                  Qx
2547                   Qx                  Qx
2548                   Qx                  Qx
2549                   Qx                  Qx
2550                   Qx                  Qx
2551                   Mx                  Mx
2552              Quality             Quality
2553                   Mx                  Mx
2554                   Qx                  Qx
2555             Logbooks            Logbooks
2556              Quality             Quality
2557                   Qx                  Qx
2558              Quality             Quality
2559              Quality             Quality
2560                   Qx                  Qx
2561             Supplier            Supplier
2562                   Qx                  Qx
2563                   Qx                  Qx
2564                   Qx                  Qx
2565                   Mx                  Mx
2566                   Qx                  Qx
2567                   Qx                  Qx
2568              Quality             Quality
2569              Quality             Quality
2570                   Qx                  Qx
2571                   Qx                  Qx
2572                   Qx                  Qx
2573                   Qx                  Qx
2574                   Mx                  Mx
2575                   Mx                  Mx
2576        Manufacturing       Manufacturing
2577                   Qx                  Qx
2578                   Qx                  Qx
2579                   Mx                  Mx
2580                   Qx                  Qx
2581                   Qx                  Qx
2582                   Qx                  Qx
2583                   Qx                  Qx
2584              Quality             Quality
2585             Platform            Platform
2586                   Qx                  Qx
2587                   Mx                  Mx
2588                   Mx                  Mx
2589                   Mx                  Mx
2590                   Qx                  Qx
2591             Platform            Platform
2592                   Mx                  Mx
2593                   Mx                  Mx
2594                   Qx                  Qx
2595                   Qx                  Qx
2596             Logbooks            Logbooks
2597             Platform            Platform
2598                   Qx                  Qx
2599                   Qx                  Qx
2600                   Qx                  Qx
2601              Quality             Quality
2602                   Qx                  Qx
2603              Quality             Quality
2604                   Qx                  Qx
2605                   Qx                  Qx
2606                   Qx                  Qx
2607                   Mx                  Mx
2608                   Qx                  Qx
2609                   Qx                  Qx
2610                   Qx                  Qx
2611             Logbooks            Logbooks
2612                   Qx                  Qx
2613                   Qx                  Qx
2614                   Qx                  Qx
2615                   Qx                  Qx
2616              Quality             Quality
2617              Quality             Quality
2618                   Mx                  Mx
2619                   Qx                  Qx
2620                   Mx                  Mx
2621                   Qx                  Qx
2622              Quality             Quality
2623              Quality             Quality
2624                   Mx                  Mx
2625                   Qx                  Qx
2626                   Qx                  Qx
2627                   Qx                  Qx
2628                   Mx                  Mx
2629                   Mx                  Mx
2630                   Mx                  Mx
2631              Quality             Quality
2632             Platform            Platform
2633                   Qx                  Qx
2634        Manufacturing       Manufacturing
2635                   Qx                  Qx
2636                   Qx                  Qx
2637              Quality             Quality
2638                   Qx                  Qx
2639                   Qx                  Qx
2640                   Qx                  Qx
2641                   Mx                  Mx
2642             Platform            Platform
2643                   Qx                  Qx
2644                   Mx                  Mx
2645                   Qx                  Qx
2646                   Qx                  Qx
2647                   Qx                  Qx
2648                   Mx                  Mx
2649              Quality             Quality
2650                   Mx                  Mx
2651              Quality             Quality
2652                   Qx                  Qx
2653                   Qx                  Qx
2654                   Qx                  Qx
2655                   Qx                  Qx
2656              Quality             Quality
2657              Quality             Quality
2658                   Qx                  Qx
2659                   Qx                  Qx
2660              Quality             Quality
2661                   Qx                  Qx
2662                   Qx                  Qx
2663              Quality             Quality
2664                   Qx                  Qx
2665              Quality             Quality
2666                   Qx                  Qx
2667              Quality             Quality
2668                   Qx                  Qx
2669                   Qx                  Qx
2670                   Qx                  Qx
2671                   Qx                  Qx
2672                   Qx                  Qx
2673             Low Info            Low Info
2674             Logbooks            Logbooks
2675                   Qx                  Qx
2676                   Qx                  Qx
2677                   Mx                  Mx
2678                   Qx                  Qx
2679                   Qx                  Qx
2680                   Mx                  Mx
2681                   Qx                  Qx
2682                   Mx                  Mx
2683                   Mx                  Mx
2684                   Qx                  Qx
2685                   Qx                  Qx
2686                   Qx                  Qx
2687                   Qx                  Qx
2688                   Mx                  Mx
2689                   Mx                  Mx
2690                   Qx                  Qx
2691                   Qx                  Qx
2692              Quality             Quality
2693                   Qx                  Qx
2694                   Qx                  Qx
2695                   Mx                  Mx
2696             Low Info            Low Info
2697                   Qx                  Qx
2698              Quality             Quality
2699                   Mx                  Mx
2700                   Mx                  Mx
2701             Platform            Platform
2702                   Qx                  Qx
2703                   Qx                  Qx
2704                   Mx                  Mx
2705             Logbooks            Logbooks
2706                   Qx                  Qx
2707                   Qx                  Qx
2708                   Qx                  Qx
2709                   Qx                  Qx
2710             Platform            Platform
2711             Platform            Platform
2712                   Mx                  Mx
2713                   Qx                  Qx
2714              Quality             Quality
2715                   Qx                  Qx
2716                   Qx                  Qx
2717                   Qx                  Qx
2718                   Qx                  Qx
2719                   Qx                  Qx
2720              Quality             Quality
2721                   Qx                  Qx
2722                   Qx                  Qx
2723                   Qx                  Qx
2724                   Qx                  Qx
2725             Low Info            Low Info
2726                   Mx                  Mx
2727             Platform            Platform
2728                   Qx                  Qx
2729                   Mx                  Mx
2730                   Qx                  Qx
2731              Quality             Quality
2732              Quality             Quality
2733                   Qx                  Qx
2734                   Qx                  Qx
2735              Quality             Quality
2736                   Qx                  Qx
2737              Quality             Quality
2738                   Qx                  Qx
2739                   Qx                  Qx
2740        Manufacturing       Manufacturing
2741                   Mx                  Mx
2742                   Mx                  Mx
2743                   Mx                  Mx
2744                   Qx                  Qx
2745                   Qx                  Qx
2746                   Qx                  Qx
2747                   Mx                  Mx
2748              Quality             Quality
2749                   Qx                  Qx
2750                   Qx                  Qx
2751                   Qx                  Qx
2752                   Qx                  Qx
2753              Quality             Quality
2754              Quality             Quality
2755                   Qx                  Qx
2756                   Qx                  Qx
2757                   Qx                  Qx
2758                   Qx                  Qx
2759                   Qx                  Qx
2760                   Mx                  Mx
2761                   Qx                  Qx
2762              Quality             Quality
2763                   Qx                  Qx
2764             Low Info            Low Info
2765                   Qx                  Qx
2766                   Mx                  Mx
2767                   Mx                  Mx
2768                   Qx                  Qx
2769        Manufacturing       Manufacturing
2770                   Qx                  Qx
2771              Quality             Quality
2772                   Qx                  Qx
2773                   Qx                  Qx
2774                   Qx                  Qx
2775                   Qx                  Qx
2776                   Ax                  Ax
2777                   Qx                  Qx
2778                   Mx                  Mx
2779             Logbooks            Logbooks
2780                   Mx                  Mx
2781                   Qx                  Qx
2782              Quality             Quality
2783                   Qx                  Qx
2784             Platform            Platform
2785                   Qx                  Qx
2786                   Mx                  Mx
2787                   Mx                  Mx
2788                   Qx                  Qx
2789             Logbooks            Logbooks
2790              Quality             Quality
2791              Quality             Quality
2792                   Qx                  Qx
2793                   Qx                  Qx
2794                   Mx                  Mx
2795                   Qx                  Qx
2796                   Mx                  Mx
2797                   Mx                  Mx
2798              Quality             Quality
2799             Low Info            Low Info
2800                   Qx                  Qx
2801             Low Info            Low Info
2802                   Qx                  Qx
2803                   Qx                  Qx
2804                   Qx                  Qx
2805                   Qx                  Qx
2806                   Qx                  Qx
2807                   Qx                  Qx
2808             Low Info            Low Info
2809                   Qx                  Qx
2810              Quality             Quality
2811                   Qx                  Qx
2812                   Qx                  Qx
2813                   Qx                  Qx
2814                   Qx                  Qx
2815                   Mx                  Mx
2816                   Qx                  Qx
2817                   Qx                  Qx
2818              Quality             Quality
2819                   Qx                  Qx
2820              Quality             Quality
2821                   Mx                  Mx
2822                   Qx                  Qx
2823                   Qx                  Qx
2824                   Qx                  Qx
2825                   Qx                  Qx
2826        Manufacturing       Manufacturing
2827                   Mx                  Mx
2828                   Qx                  Qx
2829                   Mx                  Mx
2830                   Mx                  Mx
2831                   Ax                  Ax
2832                   Qx                  Qx
2833                   Mx                  Mx
2834             Platform            Platform
2835                   Qx                  Qx
2836             Low Info            Low Info
2837                   Qx                  Qx
2838                   Qx                  Qx
2839                   Qx                  Qx
2840                   Qx                  Qx
2841                   Mx                  Mx
2842                   Qx                  Qx
2843                   Qx                  Qx
2844                   Qx                  Qx
2845              Quality             Quality
2846                   Qx                  Qx
2847                   Mx                  Mx
2848                   Qx                  Qx
2849                   Qx                  Qx
2850                   Qx                  Qx
2851        Manufacturing       Manufacturing
2852                   Qx                  Qx
2853                   Qx                  Qx
2854                   Mx                  Mx
2855             Logbooks            Logbooks
2856                   Mx                  Mx
2857                   Qx                  Qx
2858                   Qx                  Qx
2859                   Qx                  Qx
2860                   Qx                  Qx
2861                   Qx                  Qx
2862             Platform            Platform
2863                   Qx                  Qx
2864                   Qx                  Qx
2865                   Mx                  Mx
2866                   Qx                  Qx
2867                   Qx                  Qx
2868                   Qx                  Qx
2869              Quality             Quality
2870        Manufacturing       Manufacturing
2871                   Qx                  Qx
2872                   Qx                  Qx
2873                   Mx                  Mx
2874                   Mx                  Mx
2875                   Qx                  Qx
2876             Platform            Platform
2877                   Qx                  Qx
2878                   Qx                  Qx
2879                   Qx                  Qx
2880                   Qx                  Qx
2881                   Qx                  Qx
2882             Logbooks            Logbooks
2883                   Qx                  Qx
2884              Quality             Quality
2885                   Qx                  Qx
2886             Platform            Platform
2887                   Qx                  Qx
2888                   Qx                  Qx
2889                   Qx                  Qx
2890                   Mx                  Mx
2891                   Mx                  Mx
2892                   Qx                  Qx
2893                   Qx                  Qx
2894                   Qx                  Qx
2895              Quality             Quality
2896                   Mx                  Mx
2897             Logbooks            Logbooks
2898                   Qx                  Qx
2899                   Qx                  Qx
2900             Platform            Platform
2901             Platform            Platform
2902                   Mx                  Mx
2903                   Qx                  Qx
2904        Manufacturing       Manufacturing
2905              Quality             Quality
2906                   Qx                  Qx
2907                   Qx                  Qx
2908                   Qx                  Qx
2909             Platform            Platform
2910                   Qx                  Qx
2911                   Qx                  Qx
2912        Manufacturing       Manufacturing
2913              Quality             Quality
2914                   Qx                  Qx
2915                   Qx                  Qx
2916                   Qx                  Qx
2917             Platform            Platform
2918                   Qx                  Qx
2919                   Qx                  Qx
2920                   Mx                  Mx
2921                   Qx                  Qx
2922                   Qx                  Qx
2923                   Qx                  Qx
2924                   Qx                  Qx
2925                   Qx                  Qx
2926                   Qx                  Qx
2927                   Qx                  Qx
2928                   Qx                  Qx
2929                   Qx                  Qx
2930                   Qx                  Qx
2931                   Qx                  Qx
2932                   Qx                  Qx
2933                   Qx                  Qx
2934                   Mx                  Mx
2935                   Qx                  Qx
2936                   Qx                  Qx
2937                   Mx                  Mx
2938                   Mx                  Mx
2939                   Qx                  Qx
2940                   Qx                  Qx
2941                   Mx                  Mx
2942                   Mx                  Mx
2943                   Qx                  Qx
2944                   Qx                  Qx
2945                   Mx                  Mx
2946             Platform            Platform
2947             Platform            Platform
2948             Platform            Platform
2949              Quality             Quality
2950              Quality             Quality
2951                   Qx                  Qx
2952                   Qx                  Qx
2953        Manufacturing       Manufacturing
2954             Logbooks            Logbooks
2955                   Qx                  Qx
2956                   Qx                  Qx
2957                   Qx                  Qx
2958                   Mx                  Mx
2959                   Mx                  Mx
2960             Logbooks            Logbooks
2961                   Qx                  Qx
2962                   Qx                  Qx
2963                   Qx                  Qx
2964                   Qx                  Qx
2965                   Mx                  Mx
2966             Low Info            Low Info
2967              Quality             Quality
2968                   Qx                  Qx
2969                   Mx                  Mx
2970                   Qx                  Qx
2971                   Qx                  Qx
2972                   Qx                  Qx
2973                   Qx                  Qx
2974                   Qx                  Qx
2975                   Mx                  Mx
2976                   Qx                  Qx
2977                   Qx                  Qx
2978                   Qx                  Qx
2979                   Qx                  Qx
2980                   Mx                  Mx
2981                   Qx                  Qx
2982                   Qx                  Qx
2983        Manufacturing       Manufacturing
2984                   Mx                  Mx
2985              Quality             Quality
2986                   Qx                  Qx
2987                   Mx                  Mx
2988                   Qx                  Qx
2989              Quality             Quality
2990                   Qx                  Qx
2991                   Qx                  Qx
2992              Quality             Quality
2993                   Mx                  Mx
2994        Manufacturing       Manufacturing
2995             Low Info            Low Info
2996                   Qx                  Qx
2997                   Mx                  Mx
2998             Low Info            Low Info
2999                   Mx                  Mx
3000                   Qx                  Qx
3001             Platform            Platform
3002                   Qx                  Qx
3003             Logbooks            Logbooks
3004                   Qx                  Qx
3005                   Qx                  Qx
3006                   Qx                  Qx
3007                   Qx                  Qx
3008              Quality             Quality
3009                   Qx                  Qx
3010                   Mx                  Mx
3011                   Qx                  Qx
3012                   Qx                  Qx
3013                   Mx                  Mx
3014                   Mx                  Mx
3015                   Qx                  Qx
3016             Platform            Platform
3017                   Qx                  Qx
3018              Quality             Quality
3019                   Qx                  Qx
3020                   Qx                  Qx
3021                   Qx                  Qx
3022                   Qx                  Qx
3023                   Qx                  Qx
3024                   Mx                  Mx
3025                   Qx                  Qx
3026                   Mx                  Mx
3027                   Mx                  Mx
3028              Quality             Quality
3029                   Qx                  Qx
3030                   Qx                  Qx
3031                   Qx                  Qx
3032                   Mx                  Mx
3033                   Qx                  Qx
3034                   Qx                  Qx
3035                   Mx                  Mx
3036             Logbooks            Logbooks
3037             Logbooks            Logbooks
3038                   Qx                  Qx
3039                   Qx                  Qx
3040                   Mx                  Mx
3041                   Qx                  Qx
3042                   Qx                  Qx
3043                   Qx                  Qx
3044                   Qx                  Qx
3045                   Qx                  Qx
3046                   Mx                  Mx
3047                   Qx                  Qx
3048             Low Info            Low Info
3049              Quality             Quality
3050                   Qx                  Qx
3051                   Mx                  Mx
3052                   Qx                  Qx
3053                   Qx                  Qx
3054                   Mx                  Mx
3055              Quality             Quality
3056                   Qx                  Qx
3057                   Qx                  Qx
3058             Clinical            Clinical
3059                   Qx                  Qx
3060                   Mx                  Mx
3061                   Qx                  Qx
3062                   Qx                  Qx
3063                   Qx                  Qx
3064        Manufacturing       Manufacturing
3065                   Qx                  Qx
3066              Quality             Quality
3067                   Mx                  Mx
3068             Logbooks            Logbooks
3069             Logbooks            Logbooks
3070                   Qx                  Qx
3071                   Qx                  Qx
3072                   Mx                  Mx
3073                   Qx                  Qx
3074                   Mx                  Mx
3075             Platform            Platform
3076                   Mx                  Mx
3077                   Mx                  Mx
3078                   Qx                  Qx
3079                   Mx                  Mx
3080                   Qx                  Qx
3081                   Mx                  Mx
3082                   Qx                  Qx
3083                   Qx                  Qx
3084                   Qx                  Qx
3085                   Qx                  Qx
3086                   Mx                  Mx
3087                   Mx                  Mx
3088                   Qx                  Qx
3089                   Qx                  Qx
3090             Logbooks            Logbooks
3091                   Mx                  Mx
3092                   Mx                  Mx
3093                   Qx                  Qx
3094                   Qx                  Qx
3095                   Qx                  Qx
3096                   Qx                  Qx
3097             Logbooks            Logbooks
3098                   Qx                  Qx
3099                   Qx                  Qx
3100                   Mx                  Mx
3101              Quality             Quality
3102              Quality             Quality
3103              Quality             Quality
3104                   Qx                  Qx
3105                   Qx                  Qx
3106              Quality             Quality
3107                   Mx                  Mx
3108              Quality             Quality
3109                   Qx                  Qx
3110                   Qx                  Qx
3111                   Qx                  Qx
3112                   Mx                  Mx
3113                   Qx                  Qx
3114              Quality             Quality
3115                   Mx                  Mx
3116                   Qx                  Qx
3117                   Qx                  Qx
3118                   Qx                  Qx
3119              Quality             Quality
3120              Quality             Quality
3121              Quality             Quality
3122              Quality             Quality
3123                   Qx                  Qx
3124                   Qx                  Qx
3125                   Qx                  Qx
3126             Platform            Platform
3127              Quality             Quality
3128             Platform            Platform
3129                   Qx                  Qx
3130                   Qx                  Qx
3131                   Mx                  Mx
3132                   Mx                  Mx
3133                   Qx                  Qx
3134              Quality             Quality
3135                   Qx                  Qx
3136                   Qx                  Qx
3137              Quality             Quality
3138                   Mx                  Mx
3139                   Qx                  Qx
3140                   Qx                  Qx
3141                   Qx                  Qx
3142                   Qx                  Qx
3143                   Qx                  Qx
3144                   Qx                  Qx
3145             Clinical            Clinical
3146                   Qx                  Qx
3147              Quality             Quality
3148                   Mx                  Mx
3149                   Qx                  Qx
3150             Low Info            Low Info
3151             Platform            Platform
3152                   Qx                  Qx
3153                   Qx                  Qx
3154                   Mx                  Mx
3155             Logbooks            Logbooks
3156                   Mx                  Mx
3157                   Qx                  Qx
3158                   Mx                  Mx
3159                   Qx                  Qx
3160              Quality             Quality
3161                   Mx                  Mx
3162                   Qx                  Qx
3163              Quality             Quality
3164                   Qx                  Qx
3165                   Mx                  Mx
3166                   Mx                  Mx
3167                   Mx                  Mx
3168        Manufacturing       Manufacturing
3169                   Qx                  Qx
3170                   Qx                  Qx
3171                   Qx                  Qx
3172             Low Info            Low Info
3173              Quality             Quality
3174                   Qx                  Qx
3175                   Qx                  Qx
3176                   Qx                  Qx
3177                   Mx                  Mx
3178                   Qx                  Qx
3179                   Qx                  Qx
3180                   Qx                  Qx
3181                   Qx                  Qx
3182             Platform            Platform
3183                   Qx                  Qx
3184                   Mx                  Mx
3185                   Qx                  Qx
3186                   Mx                  Mx
3187                   Mx                  Mx
3188                   Qx                  Qx
3189             Low Info            Low Info
3190                   Qx                  Qx
3191                   Qx                  Qx
3192                   Qx                  Qx
3193                   Qx                  Qx
3194              Quality             Quality
3195                   Mx                  Mx
3196                   Mx                  Mx
3197        Manufacturing       Manufacturing
3198                   Qx                  Qx
3199                   Qx                  Qx
3200             Platform            Platform
3201                   Qx                  Qx
3202                   Mx                  Mx
3203        Manufacturing       Manufacturing
3204                   Qx                  Qx
3205                   Mx                  Mx
3206                   Qx                  Qx
3207                   Qx                  Qx
3208                   Qx                  Qx
3209                   Mx                  Mx
3210                   Qx                  Qx
3211                   Qx                  Qx
3212                   Qx                  Qx
3213              Quality             Quality
3214                   Mx                  Mx
3215                   Mx                  Mx
3216                   Qx                  Qx
3217                   Mx                  Mx
3218                   Mx                  Mx
3219                   Qx                  Qx
3220                   Qx                  Qx
3221                   Mx                  Mx
3222                   Mx                  Mx
3223                   Qx                  Qx
3224                   Qx                  Qx
3225                   Qx                  Qx
3226                   Qx                  Qx
3227                   Qx                  Qx
3228                   Mx                  Mx
3229                   Qx                  Qx
3230                   Qx                  Qx
3231                   Qx                  Qx
3232                   Qx                  Qx
3233                   Mx                  Mx
3234                   Mx                  Mx
3235             Logbooks            Logbooks
3236                   Qx                  Qx
3237        Manufacturing       Manufacturing
3238                   Qx                  Qx
3239                   Mx                  Mx
3240                   Mx                  Mx
3241                   Qx                  Qx
3242                   Qx                  Qx
3243                   Ax                  Ax
3244             Logbooks            Logbooks
3245                   Mx                  Mx
3246                   Qx                  Qx
3247                   Qx                  Qx
3248                   Mx                  Mx
3249                   Qx                  Qx
3250                   Qx                  Qx
3251                   Mx                  Mx
3252                   Mx                  Mx
3253                   Qx                  Qx
3254                   Qx                  Qx
3255             Platform            Platform
3256                   Mx                  Mx
3257             Platform            Platform
3258                   Mx                  Mx
3259              Quality             Quality
3260                   Mx                  Mx
3261             Logbooks            Logbooks
3262                   Qx                  Qx
3263                   Qx                  Qx
3264                   Qx                  Qx
3265              Quality             Quality
3266             Low Info            Low Info
3267              Quality             Quality
3268              Quality             Quality
3269                   Mx                  Mx
3270                   Qx                  Qx
3271                   Qx                  Qx
3272             Platform            Platform
3273                   Mx                  Mx
3274                   Qx                  Qx
3275                   Qx                  Qx
3276                   Mx                  Mx
3277                   Mx                  Mx
3278                   Qx                  Qx
3279                   Qx                  Qx
3280              Quality             Quality
3281              Quality             Quality
3282                   Mx                  Mx
3283             Low Info            Low Info
3284                   Qx                  Qx
3285                   Mx                  Mx
3286                   Qx                  Qx
3287                   Qx                  Qx
3288                   Qx                  Qx
3289                   Qx                  Qx
3290                   Qx                  Qx
3291                   Mx                  Mx
3292                   Mx                  Mx
3293              Quality             Quality
3294                   Qx                  Qx
3295                   Qx                  Qx
3296             Logbooks            Logbooks
3297                   Qx                  Qx
3298                   Mx                  Mx
3299                   Qx                  Qx
3300                   Qx                  Qx
3301             Platform            Platform
3302                   Qx                  Qx
3303                   Qx                  Qx
3304                   Mx                  Mx
3305             Low Info            Low Info
3306                   Mx                  Mx
3307                   Qx                  Qx
3308             Low Info            Low Info
3309                   Qx                  Qx
3310        Manufacturing       Manufacturing
3311                   Qx                  Qx
3312                   Qx                  Qx
3313        Manufacturing       Manufacturing
3314                   Qx                  Qx
3315                   Qx                  Qx
3316                   Qx                  Qx
3317                   Qx                  Qx
3318                   Qx                  Qx
3319                   Qx                  Qx
3320                   Qx                  Qx
3321                   Qx                  Qx
3322                   Qx                  Qx
3323             Logbooks            Logbooks
3324              Quality             Quality
3325                   Qx                  Qx
3326             Logbooks            Logbooks
3327                   Mx                  Mx
3328              Quality             Quality
3329                   Qx                  Qx
3330                   Mx                  Mx
3331             Logbooks            Logbooks
3332                   Qx                  Qx
3333                   Qx                  Qx
3334        Manufacturing       Manufacturing
3335             Platform            Platform
3336                   Qx                  Qx
3337                   Qx                  Qx
3338                   Qx                  Qx
3339                   Mx                  Mx
3340                   Qx                  Qx
3341                   Mx                  Mx
3342                   Qx                  Qx
3343              Quality             Quality
3344                   Qx                  Qx
3345                   Qx                  Qx
3346              Quality             Quality
3347                   Qx                  Qx
3348                   Mx                  Mx
3349                   Qx                  Qx
3350                   Qx                  Qx
3351                   Qx                  Qx
3352                   Qx                  Qx
3353                   Qx                  Qx
3354                   Qx                  Qx
3355             Logbooks            Logbooks
3356             Logbooks            Logbooks
3357                   Qx                  Qx
3358                   Qx                  Qx
3359                   Qx                  Qx
3360                   Mx                  Mx
3361                   Qx                  Qx
3362                   Qx                  Qx
3363                   Mx                  Mx
3364             Platform            Platform
3365        Manufacturing       Manufacturing
3366                   Qx                  Qx
3367                   Qx                  Qx
3368              Quality             Quality
3369                   Qx                  Qx
3370                   Qx                  Qx
3371        Manufacturing       Manufacturing
3372                   Qx                  Qx
3373                   Qx                  Qx
3374                   Qx                  Qx
3375                   Qx                  Qx
3376                   Qx                  Qx
3377           Regulatory          Regulatory
3378                   Qx                  Qx
3379                   Qx                  Qx
3380                   Qx                  Qx
3381                   Qx                  Qx
3382                   Qx                  Qx
3383                   Qx                  Qx
3384              Quality             Quality
3385                   Mx                  Mx
3386                   Qx                  Qx
3387                   Mx                  Mx
3388                   Mx                  Mx
3389                   Qx                  Qx
3390             Logbooks            Logbooks
3391              Quality             Quality
3392                   Mx                  Mx
3393              Quality             Quality
3394                   Qx                  Qx
3395             Logbooks            Logbooks
3396             Low Info            Low Info
3397                   Qx                  Qx
3398                   Mx                  Mx
3399                   Qx                  Qx
3400                   Qx                  Qx
3401                   Qx                  Qx
3402                   Mx                  Mx
3403                   Qx                  Qx
3404                   Qx                  Qx
3405             Logbooks            Logbooks
3406                   Qx                  Qx
3407                   Mx                  Mx
3408              Quality             Quality
3409             Platform            Platform
3410             Logbooks            Logbooks
3411             Logbooks            Logbooks
3412                   Qx                  Qx
3413                   Qx                  Qx
3414                   Qx                  Qx
3415                   Qx                  Qx
3416                   Mx                  Mx
3417                   Qx                  Qx
3418              Quality             Quality
3419                   Qx                  Qx
3420              Quality             Quality
3421                   Qx                  Qx
3422                   Qx                  Qx
3423           Regulatory          Regulatory
3424                   Qx                  Qx
3425                   Qx                  Qx
3426                   Mx                  Mx
3427                   Qx                  Qx
3428                   Qx                  Qx
3429                   Qx                  Qx
3430                   Qx                  Qx
3431                   Qx                  Qx
3432                   Mx                  Mx
3433                   Qx                  Qx
3434                   Qx                  Qx
3435                   Qx                  Qx
3436              Quality             Quality
3437                   Mx                  Mx
3438             Low Info            Low Info
3439                   Qx                  Qx
3440                   Qx                  Qx
3441                   Qx                  Qx
3442                   Qx                  Qx
3443                   Qx                  Qx
3444                   Qx                  Qx
3445                   Mx                  Mx
3446                   Qx                  Qx
3447              Quality             Quality
3448                   Qx                  Qx
3449        Manufacturing       Manufacturing
3450                   Mx                  Mx
3451              Quality             Quality
3452                   Mx                  Mx
3453                   Mx                  Mx
3454                   Qx                  Qx
3455                   Qx                  Qx
3456                   Mx                  Mx
3457                   Qx                  Qx
3458                   Mx                  Mx
3459                   Qx                  Qx
3460                   Qx                  Qx
3461             Logbooks            Logbooks
3462                   Qx                  Qx
3463                   Qx                  Qx
3464                   Qx                  Qx
3465             Logbooks            Logbooks
3466                   Mx                  Mx
3467                   Mx                  Mx
3468                   Qx                  Qx
3469             Platform            Platform
3470                   Qx                  Qx
3471                   Qx                  Qx
3472                   Mx                  Mx
3473                   Qx                  Qx
3474                   Qx                  Qx
3475                   Mx                  Mx
3476             Low Info            Low Info
3477                   Qx                  Qx
3478                   Mx                  Mx
3479                   Mx                  Mx
3480                   Mx                  Mx
3481                   Qx                  Qx
3482                   Qx                  Qx
3483              Quality             Quality
3484                   Qx                  Qx
3485                   Qx                  Qx
3486                   Mx                  Mx
3487                   Qx                  Qx
3488                   Qx                  Qx
3489                   Qx                  Qx
3490                   Qx                  Qx
3491                   Mx                  Mx
3492                   Qx                  Qx
3493                   Qx                  Qx
3494                   Qx                  Qx
3495                   Qx                  Qx
3496                   Qx                  Qx
3497                   Qx                  Qx
3498                   Qx                  Qx
3499              Quality             Quality
3500              Quality             Quality
3501              Quality             Quality
3502                   Qx                  Qx
3503                   Qx                  Qx
3504                   Mx                  Mx
3505                   Qx                  Qx
3506                   Qx                  Qx
3507                   Qx                  Qx
3508                   Qx                  Qx
3509                   Qx                  Qx
3510                   Qx                  Qx
3511                   Mx                  Mx
3512                   Qx                  Qx
3513        Manufacturing       Manufacturing
3514                   Mx                  Mx
3515             Logbooks            Logbooks
3516                   Qx                  Qx
3517                   Qx                  Qx
3518                   Qx                  Qx
3519                   Qx                  Qx
3520                   Qx                  Qx
3521                   Mx                  Mx
3522                   Mx                  Mx
3523             Low Info            Low Info
3524                   Qx                  Qx
3525                   Qx                  Qx
3526                   Mx                  Mx
3527                   Mx                  Mx
3528                   Qx                  Qx
3529                   Qx                  Qx
3530                   Qx                  Qx
3531                   Qx                  Qx
3532                   Qx                  Qx
3533        Manufacturing       Manufacturing
3534             Logbooks            Logbooks
3535                   Qx                  Qx
3536                   Qx                  Qx
3537        Manufacturing       Manufacturing
3538             Logbooks            Logbooks
3539                   Qx                  Qx
3540                   Qx                  Qx
3541                   Qx                  Qx
3542              Quality             Quality
3543  Product Development Product Development
3544                   Qx                  Qx
3545             Logbooks            Logbooks
3546             Platform            Platform
3547                   Qx                  Qx
3548                   Mx                  Mx
3549             Low Info            Low Info
3550                   Mx                  Mx
3551                   Qx                  Qx
3552                   Qx                  Qx
3553                   Qx                  Qx
3554                   Qx                  Qx
3555                   Qx                  Qx
3556              Quality             Quality
3557                   Mx                  Mx
3558                   Qx                  Qx
3559              Quality             Quality
3560              Quality             Quality
3561                   Qx                  Qx
3562              Quality             Quality
3563                   Qx                  Qx
3564                   Mx                  Mx
3565                   Qx                  Qx
3566                   Qx                  Qx
3567                   Qx                  Qx
3568             Low Info            Low Info
3569                   Qx                  Qx
3570                   Mx                  Mx
3571                   Qx                  Qx
3572                   Qx                  Qx
3573                   Mx                  Mx
3574              Quality             Quality
3575                   Qx                  Qx
3576                   Qx                  Qx
3577             Platform            Platform
3578             Platform            Platform
3579                   Qx                  Qx
3580                   Mx                  Mx
3581                   Qx                  Qx
3582                   Qx                  Qx
3583              Quality             Quality
3584                   Qx                  Qx
3585                   Qx                  Qx
3586              Quality             Quality
3587                   Qx                  Qx
3588                   Mx                  Mx
3589                   Mx                  Mx
3590                   Mx                  Mx
3591                   Mx                  Mx
3592                   Qx                  Qx
3593                   Qx                  Qx
3594        Manufacturing       Manufacturing
3595             Logbooks            Logbooks
3596             Logbooks            Logbooks
3597                   Qx                  Qx
3598        Manufacturing       Manufacturing
3599                   Qx                  Qx
3600                   Qx                  Qx
3601        Manufacturing       Manufacturing
3602                   Qx                  Qx
3603              Quality             Quality
3604                   Qx                  Qx
3605                   Qx                  Qx
3606                   Qx                  Qx
3607                   Qx                  Qx
3608                   Qx                  Qx
3609              Quality             Quality
3610              Quality             Quality
3611                   Qx                  Qx
3612                   Qx                  Qx
3613              Quality             Quality
3614                   Qx                  Qx
3615             Logbooks            Logbooks
3616                   Mx                  Mx
3617                   Mx                  Mx
3618                   Mx                  Mx
3619                   Qx                  Qx
3620              Quality             Quality
3621              Quality             Quality
3622                   Qx                  Qx
3623                   Qx                  Qx
3624                   Qx                  Qx
3625                   Qx                  Qx
3626                   Qx                  Qx
3627              Quality             Quality
3628                   Qx                  Qx
3629                   Qx                  Qx
3630                   Qx                  Qx
3631                   Mx                  Mx
3632                   Qx                  Qx
3633                   Qx                  Qx
3634                   Qx                  Qx
3635                   Qx                  Qx
3636                   Qx                  Qx
3637                   Qx                  Qx
3638                   Qx                  Qx
3639                   Qx                  Qx
3640                   Qx                  Qx
3641                   Qx                  Qx
3642                   Qx                  Qx
3643                   Qx                  Qx
3644                   Mx                  Mx
3645                   Qx                  Qx
3646                   Qx                  Qx
3647                   Qx                  Qx
3648                   Mx                  Mx
3649                   Qx                  Qx
3650                   Qx                  Qx
3651                   Qx                  Qx
3652                   Qx                  Qx
3653                   Qx                  Qx
3654              Quality             Quality
3655                   Qx                  Qx
3656                   Qx                  Qx
3657                   Mx                  Mx
3658                   Qx                  Qx
3659                   Qx                  Qx
3660                   Qx                  Qx
3661                   Qx                  Qx
3662              Quality             Quality
3663                   Qx                  Qx
3664                   Qx                  Qx
3665                   Qx                  Qx
3666                   Mx                  Mx
3667                   Mx                  Mx
3668                   Qx                  Qx
3669              Quality             Quality
3670     Asset Management    Asset Management
3671                   Qx                  Qx
3672              Quality             Quality
3673                   Qx                  Qx
3674                   Qx                  Qx
3675             Platform            Platform
3676     Asset Management    Asset Management
3677                   Mx                  Mx
3678                   Ax                  Ax
3679              Quality             Quality
3680                   Qx                  Qx
3681                   Qx                  Qx
3682                   Mx                  Mx
3683                   Qx                  Qx
3684             Low Info            Low Info
3685                   Qx                  Qx
3686              Quality             Quality
3687                   Qx                  Qx
3688                   Qx                  Qx
3689              Quality             Quality
3690              Quality             Quality
3691                   Qx                  Qx
3692        Manufacturing       Manufacturing
3693                   Mx                  Mx
3694                   Qx                  Qx
3695                   Qx                  Qx
3696                   Qx                  Qx
3697                   Qx                  Qx
3698                   Qx                  Qx
3699                   Qx                  Qx
3700                   Qx                  Qx
3701                   Mx                  Mx
3702              Quality             Quality
3703                   Qx                  Qx
3704        Manufacturing       Manufacturing
3705                   Qx                  Qx
3706              Quality             Quality
3707                   Qx                  Qx
3708                   Qx                  Qx
3709                   Qx                  Qx
3710                   Qx                  Qx
3711                   Mx                  Mx
3712                   Qx                  Qx
3713                   Qx                  Qx
3714                   Qx                  Qx
3715                   Mx                  Mx
3716                   Mx                  Mx
3717                   Qx                  Qx
3718                   Qx                  Qx
3719                   Qx                  Qx
3720                   Qx                  Qx
3721                   Qx                  Qx
3722                   Mx                  Mx
3723                   Qx                  Qx
3724                   Qx                  Qx
3725                   Mx                  Mx
3726                   Qx                  Qx
3727                   Qx                  Qx
3728                   Qx                  Qx
3729                   Qx                  Qx
3730                   Qx                  Qx
3731                   Qx                  Qx
3732                   Qx                  Qx
3733                   Qx                  Qx
3734                   Qx                  Qx
3735  Product Development Product Development
3736                   Qx                  Qx
3737                   Qx                  Qx
3738                   Qx                  Qx
3739             Low Info            Low Info
3740                   Qx                  Qx
3741                   Qx                  Qx
3742                   Qx                  Qx
3743              Quality             Quality
3744                   Qx                  Qx
3745                   Qx                  Qx
3746             Low Info            Low Info
3747                   Qx                  Qx
3748                   Qx                  Qx
3749                   Qx                  Qx
3750                   Qx                  Qx
3751                   Qx                  Qx
3752                   Mx                  Mx
3753                   Qx                  Qx
3754                   Qx                  Qx
3755                   Mx                  Mx
3756                   Qx                  Qx
3757                   Qx                  Qx
3758                   Qx                  Qx
3759                   Qx                  Qx
3760                   Qx                  Qx
3761                   Qx                  Qx
3762        Manufacturing       Manufacturing
3763                   Qx                  Qx
3764                   Mx                  Mx
3765                   Mx                  Mx
3766                   Mx                  Mx
3767                   Mx                  Mx
3768                   Mx                  Mx
3769                   Mx                  Mx
3770                   Qx                  Qx
3771                   Qx                  Qx
3772             Low Info            Low Info
3773                   Qx                  Qx
3774                   Qx                  Qx
3775                   Qx                  Qx
3776                   Qx                  Qx
3777             Low Info            Low Info
3778                   Mx                  Mx
3779                   Qx                  Qx
3780        Manufacturing       Manufacturing
3781              Quality             Quality
3782        Manufacturing       Manufacturing
3783                   Qx                  Qx
3784                   Qx                  Qx
3785                   Mx                  Mx
3786                   Mx                  Mx
3787                   Mx                  Mx
3788                   Qx                  Qx
3789                   Mx                  Mx
3790                   Qx                  Qx
3791                   Mx                  Mx
3792                   Mx                  Mx
3793                   Mx                  Mx
3794                   Qx                  Qx
3795                   Qx                  Qx
3796                   Qx                  Qx
3797                   Qx                  Qx
3798                   Qx                  Qx
3799                   Qx                  Qx
3800                   Qx                  Qx
3801             Platform            Platform
3802             Low Info            Low Info
3803                   Mx                  Mx
3804              Quality             Quality
3805                   Qx                  Qx
3806                   Qx                  Qx
3807                   Qx                  Qx
3808                   Qx                  Qx
3809             Low Info            Low Info
3810              Quality             Quality
3811                   Mx                  Mx
3812                   Mx                  Mx
3813                   Mx                  Mx
3814                   Mx                  Mx
3815                   Mx                  Mx
3816                   Mx                  Mx
3817                   Qx                  Qx
3818             Low Info            Low Info
3819                   Qx                  Qx
3820                   Qx                  Qx
3821                   Qx                  Qx
3822                   Qx                  Qx
3823             Logbooks            Logbooks
3824                   Qx                  Qx
3825           Regulatory          Regulatory
3826                   Mx                  Mx
3827                   Mx                  Mx
3828                   Mx                  Mx
3829                   Mx                  Mx
3830                   Mx                  Mx
3831                   Mx                  Mx
3832                   Mx                  Mx
3833                   Mx                  Mx
3834                   Mx                  Mx
3835                   Mx                  Mx
3836        Manufacturing       Manufacturing
3837             Low Info            Low Info
3838                   Qx                  Qx
3839        Manufacturing       Manufacturing
3840                   Qx                  Qx
3841                   Qx                  Qx
3842                   Qx                  Qx
3843                   Qx                  Qx
3844                   Qx                  Qx
3845             Low Info            Low Info
3846              Quality             Quality
3847                   Mx                  Mx
3848                   Qx                  Qx
3849                   Mx                  Mx
3850                   Qx                  Qx
3851        Manufacturing       Manufacturing
3852                   Mx                  Mx
3853             Low Info            Low Info
3854                   Qx                  Qx
3855                   Qx                  Qx
3856                   Mx                  Mx
3857                   Qx                  Qx
3858                   Mx                  Mx
3859                   Mx                  Mx
3860                   Qx                  Qx
3861                   Mx                  Mx
3862                   Qx                  Qx
3863        Manufacturing       Manufacturing
3864                   Qx                  Qx
3865              Quality             Quality
3866                   Qx                  Qx
3867                   Qx                  Qx
3868                   Qx                  Qx
3869                   Mx                  Mx
3870                   Qx                  Qx
3871                   Qx                  Qx
3872                   Qx                  Qx
3873              Quality             Quality
3874                   Qx                  Qx
3875                   Qx                  Qx
3876                   Qx                  Qx
3877                   Mx                  Mx
3878              Quality             Quality
3879             Supplier            Supplier
3880              Quality             Quality
3881             Low Info            Low Info
3882                   Mx                  Mx
3883             Low Info            Low Info
3884             Low Info            Low Info
3885                   Mx                  Mx
3886             Low Info            Low Info
3887             Low Info            Low Info
3888             Low Info            Low Info
3889             Supplier            Supplier
3890                   Qx                  Qx
3891             Low Info            Low Info
3892              Quality             Quality
3893                   Qx                  Qx
3894              Quality             Quality
3895                   Qx                  Qx
3896                   Qx                  Qx
3897             Low Info            Low Info
3898              Quality             Quality
3899              Quality             Quality
3900                   Qx                  Qx
3901                   Qx                  Qx
3902                   Qx                  Qx
3903                   Qx                  Qx
3904                   Qx                  Qx
3905                   Qx                  Qx
3906                   Qx                  Qx
3907                   Qx                  Qx
3908                   Qx                  Qx
3909                   Qx                  Qx
3910                   Qx                  Qx
3911                   Qx                  Qx
3912                   Qx                  Qx
3913                   Qx                  Qx
3914                   Qx                  Qx
3915                   Qx                  Qx
3916                   Qx                  Qx
3917              Quality             Quality
3918                   Qx                  Qx
3919                   Qx                  Qx
3920              Quality             Quality
3921                   Qx                  Qx
3922                   Qx                  Qx
3923                   Qx                  Qx
3924             Low Info            Low Info
3925                   Qx                  Qx
3926                   Qx                  Qx
3927             Low Info            Low Info
3928                   Mx                  Mx
3929             Low Info            Low Info
3930             Low Info            Low Info
3931                   Qx                  Qx
3932        Manufacturing       Manufacturing
3933             Low Info            Low Info
3934                   Qx                  Qx
3935        Manufacturing       Manufacturing
3936             Low Info            Low Info
3937             Low Info            Low Info
3938                   Qx                  Qx
3939                   Qx                  Qx
3940                   Qx                  Qx
3941                   Qx                  Qx
3942                   Qx                  Qx
3943                   Qx                  Qx
3944                   Qx                  Qx
3945                   Qx                  Qx
3946                   Qx                  Qx
3947                   Qx                  Qx
3948                   Qx                  Qx
3949                   Mx                  Mx
3950                   Mx                  Mx
3951        Manufacturing       Manufacturing
3952        Manufacturing       Manufacturing
3953                   Qx                  Qx
3954             Low Info            Low Info
3955             Low Info            Low Info
3956              Quality             Quality
3957                   Qx                  Qx
3958                   Qx                  Qx
3959                   Mx                  Mx
3960                   Qx                  Qx
3961             Low Info            Low Info
3962                   Qx                  Qx
3963           Regulatory          Regulatory
3964             Low Info            Low Info
3965                   Qx                  Qx
3966                   Qx                  Qx
3967                   Qx                  Qx
3968                   Qx                  Qx
3969        Manufacturing       Manufacturing
3970                   Qx                  Qx
3971                   Qx                  Qx
3972                   Qx                  Qx
3973                   Qx                  Qx
3974                   Qx                  Qx
3975              Quality             Quality
3976                   Qx                  Qx
3977                   Qx                  Qx
3978                   Qx                  Qx
3979        Manufacturing       Manufacturing
3980                   Qx                  Qx
3981             Platform            Platform
3982                   Qx                  Qx
3983                   Qx                  Qx
3984                   Qx                  Qx
3985                   Mx                  Mx
3986                   Qx                  Qx
3987                   Qx                  Qx
3988                   Qx                  Qx
3989                   Qx                  Qx
3990              Quality             Quality
3991                   Qx                  Qx
3992             Low Info            Low Info
3993                   Mx                  Mx
3994        Manufacturing       Manufacturing
3995                   Qx                  Qx
3996                   Qx                  Qx
3997                   Qx                  Qx
3998                   Qx                  Qx
3999             Low Info            Low Info
4000                   Qx                  Qx
4001                   Qx                  Qx
4002                   Qx                  Qx
4003                   Qx                  Qx
4004                   Qx                  Qx
4005                   Qx                  Qx
4006                   Qx                  Qx
4007                   Qx                  Qx
4008                   Qx                  Qx
4009                   Qx                  Qx
4010                   Qx                  Qx
4011                   Qx                  Qx
4012                   Qx                  Qx
4013                   Qx                  Qx
4014                   Qx                  Qx
4015                   Qx                  Qx
4016             Low Info            Low Info
4017           Regulatory          Regulatory
4018                   Mx                  Mx
4019                   Qx                  Qx
4020                   Qx                  Qx
4021             Platform            Platform
4022                   Mx                  Mx
4023                   Qx                  Qx
4024              Quality             Quality
4025                   Qx                  Qx
4026              Quality             Quality
4027                   Mx                  Mx
4028                   Mx                  Mx
4029              Quality             Quality
4030                   Mx                  Mx
4031                   Mx                  Mx
4032             Low Info            Low Info
4033                   Mx                  Mx
4034                   Mx                  Mx
4035                   Qx                  Qx
4036             Low Info            Low Info
4037                   Qx                  Qx
4038                   Qx                  Qx
4039                   Qx                  Qx
4040                   Qx                  Qx
4041                   Qx                  Qx
4042                   Qx                  Qx
4043                   Qx                  Qx
4044                   Qx                  Qx
4045                   Qx                  Qx
4046                   Qx                  Qx
4047                   Qx                  Qx
4048                   Qx                  Qx
4049                   Mx                  Mx
4050              Quality             Quality
4051                   Qx                  Qx
4052                   Mx                  Mx
4053                   Qx                  Qx
4054                   Qx                  Qx
4055                   Qx                  Qx
4056                   Qx                  Qx
4057                   Qx                  Qx
4058                   Qx                  Qx
4059                   Qx                  Qx
4060                   Qx                  Qx
4061                   Qx                  Qx
4062                   Mx                  Mx
4063                   Qx                  Qx
4064                   Qx                  Qx
4065             Platform            Platform
4066                   Qx                  Qx
4067                   Qx                  Qx
4068                   Qx                  Qx
4069                   Qx                  Qx
4070                   Qx                  Qx
4071             Low Info            Low Info
4072             Low Info            Low Info
4073                   Mx                  Mx
4074                   Mx                  Mx
4075                   Mx                  Mx
4076                   Mx                  Mx
4077                   Mx                  Mx
4078                   Mx                  Mx
4079                   Mx                  Mx
4080                   Mx                  Mx
4081                   Mx                  Mx
4082                   Mx                  Mx
4083                   Mx                  Mx
4084                   Mx                  Mx
4085             Low Info            Low Info
4086                   Mx                  Mx
4087                   Mx                  Mx
4088                   Mx                  Mx
4089                   Mx                  Mx
4090                   Mx                  Mx
4091                   Mx                  Mx
4092                   Mx                  Mx
4093                   Mx                  Mx
4094                   Mx                  Mx
4095                   Mx                  Mx
4096                   Mx                  Mx
4097                   Mx                  Mx
4098                   Mx                  Mx
4099                   Mx                  Mx
4100                   Mx                  Mx
4101                   Mx                  Mx
4102                   Qx                  Qx
4103                   Mx                  Mx
4104                   Mx                  Mx
4105                   Mx                  Mx
4106                   Mx                  Mx
4107                   Mx                  Mx
4108                   Mx                  Mx
4109                   Mx                  Mx
4110                   Mx                  Mx
4111                   Mx                  Mx
4112              Quality             Quality
4113                   Qx                  Qx
4114                   Mx                  Mx
4115                   Qx                  Qx
4116                   Qx                  Qx
4117                   Qx                  Qx
4118  Product Development Product Development
4119  Product Development Product Development
4120              Quality             Quality
4121                   Qx                  Qx
4122                   Mx                  Mx
4123              Quality             Quality
4124                   Qx                  Qx
4125             Platform            Platform
4126                   Qx                  Qx
4127              Quality             Quality
4128                   Qx                  Qx
4129                   Qx                  Qx
4130                   Mx                  Mx
4131                   Qx                  Qx
4132                   Qx                  Qx
4133                   Qx                  Qx
4134                   Mx                  Mx
4135                   Qx                  Qx
4136                   Qx                  Qx
4137                   Mx                  Mx
4138                   Qx                  Qx
4139                   Mx                  Mx
4140              Quality             Quality
4141             Low Info            Low Info
4142                   Mx                  Mx
4143             Low Info            Low Info
4144             Clinical            Clinical
4145                   Qx                  Qx
4146                   Qx                  Qx
4147              Quality             Quality
4148           Regulatory          Regulatory
4149             Low Info            Low Info
4150              Quality             Quality
4151              Quality             Quality
4152                   Mx                  Mx
4153                   Mx                  Mx
4154                   Mx                  Mx
4155                   Mx                  Mx
4156                   Mx                  Mx
4157                   Mx                  Mx
4158                   Mx                  Mx
4159                   Mx                  Mx
4160                   Mx                  Mx
4161                   Mx                  Mx
4162                   Mx                  Mx
4163                   Mx                  Mx
4164        Manufacturing       Manufacturing
4165                   Qx                  Qx
4166             Low Info            Low Info
4167                   Qx                  Qx
4168                   Qx                  Qx
4169                   Qx                  Qx
4170                   Qx                  Qx
4171                   Qx                  Qx
4172             Clinical            Clinical
4173                   Qx                  Qx
4174                   Qx                  Qx
4175              Quality             Quality
4176                   Qx                  Qx
4177                   Qx                  Qx
4178                   Qx                  Qx
4179                   Qx                  Qx
4180                   Qx                  Qx
4181                   Qx                  Qx
4182                   Mx                  Mx
4183                   Mx                  Mx
4184                   Mx                  Mx
4185                   Qx                  Qx
4186                   Qx                  Qx
4187                   Qx                  Qx
4188                   Mx                  Mx
4189                   Qx                  Qx
4190                   Qx                  Qx
4191                   Qx                  Qx
4192                   Qx                  Qx
4193                   Qx                  Qx
4194                   Qx                  Qx
4195                   Mx                  Mx
4196             Platform            Platform
4197                   Mx                  Mx
4198             Low Info            Low Info
4199                   Qx                  Qx
4200             Low Info            Low Info
4201              Quality             Quality
4202             Low Info            Low Info
4203              Quality             Quality
4204             Low Info            Low Info
4205                   Qx                  Qx
4206        Manufacturing       Manufacturing
4207             Logbooks            Logbooks
4208                   Qx                  Qx
4209             Low Info            Low Info
4210                   Mx                  Mx
4211                   Qx                  Qx
4212                   Qx                  Qx
4213             Low Info            Low Info
4214             Platform            Platform
4215              Quality             Quality
4216             Low Info            Low Info
4217                   Qx                  Qx
4218                   Qx                  Qx
4219              Quality             Quality
4220                   Qx                  Qx
4221              Quality             Quality
4222                   Qx                  Qx
4223                   Qx                  Qx
4224             Low Info            Low Info
4225             Low Info            Low Info
4226                   Qx                  Qx
4227                   Qx                  Qx
4228                   Qx                  Qx
4229                   Qx                  Qx
4230                   Qx                  Qx
4231                   Qx                  Qx
4232                   Qx                  Qx
4233                   Qx                  Qx
4234                   Qx                  Qx
4235                   Qx                  Qx
4236                   Qx                  Qx
4237        Manufacturing       Manufacturing
4238             Low Info            Low Info
4239                   Qx                  Qx
4240                   Qx                  Qx
4241                   Mx                  Mx
4242              Quality             Quality
4243                   Qx                  Qx
4244                   Qx                  Qx
4245                   Qx                  Qx
4246                   Qx                  Qx
4247                   Qx                  Qx
4248                   Qx                  Qx
4249                   Qx                  Qx
4250                   Qx                  Qx
4251                   Mx                  Mx
4252                   Qx                  Qx
4253                   Mx                  Mx
4254             Low Info            Low Info
4255                   Qx                  Qx
4256                   Mx                  Mx
4257                   Qx                  Qx
4258             Low Info            Low Info
4259             Clinical            Clinical
4260              Quality             Quality
4261              Quality             Quality
4262                   Qx                  Qx
4263                   Qx                  Qx
4264                   Mx                  Mx
4265                   Qx                  Qx
4266                   Qx                  Qx
4267  Product Development Product Development
4268             Low Info            Low Info
4269             Low Info            Low Info
4270                   Qx                  Qx
4271                   Qx                  Qx
4272             Low Info            Low Info
4273                   Qx                  Qx
4274                   Qx                  Qx
4275                   Mx                  Mx
4276                   Qx                  Qx
4277                   Qx                  Qx
4278                   Qx                  Qx
4279                   Mx                  Mx
4280                   Qx                  Qx
4281                   Qx                  Qx
4282                   Qx                  Qx
4283                   Qx                  Qx
4284                   Mx                  Mx
4285                   Qx                  Qx
4286              Quality             Quality
4287                   Qx                  Qx
4288                   Qx                  Qx
4289             Low Info            Low Info
4290              Quality             Quality
4291                   Qx                  Qx
4292                   Qx                  Qx
4293             Low Info            Low Info
4294                   Qx                  Qx
4295              Quality             Quality
4296                   Qx                  Qx
4297             Logbooks            Logbooks
4298                   Qx                  Qx
4299                   Qx                  Qx
4300                   Qx                  Qx
4301                   Mx                  Mx
4302                   Mx                  Mx
4303                   Qx                  Qx
4304                   Mx                  Mx
4305                   Mx                  Mx
4306                   Qx                  Qx
4307                   Mx                  Mx
4308             Low Info            Low Info
4309                   Qx                  Qx
4310                   Mx                  Mx
4311                   Mx                  Mx
4312                   Mx                  Mx
4313                   Mx                  Mx
4314                   Mx                  Mx
4315                   Mx                  Mx
4316                   Mx                  Mx
4317                   Mx                  Mx
4318                   Mx                  Mx
4319                   Mx                  Mx
4320                   Qx                  Qx
4321                   Qx                  Qx
4322                   Mx                  Mx
4323             Platform            Platform
4324             Platform            Platform
4325             Low Info            Low Info
4326             Low Info            Low Info
4327             Low Info            Low Info
4328             Low Info            Low Info
4329             Clinical            Clinical
4330             Low Info            Low Info
4331                   Qx                  Qx
4332                   Qx                  Qx
4333                   Qx                  Qx
4334                   Mx                  Mx
4335             Low Info            Low Info
4336             Low Info            Low Info
4337              Quality             Quality
4338                   Qx                  Qx
4339             Low Info            Low Info
4340                   Qx                  Qx
4341                   Qx                  Qx
4342                   Qx                  Qx
4343                   Mx                  Mx
4344                   Qx                  Qx
4345        Manufacturing       Manufacturing
4346                   Qx                  Qx
4347              Quality             Quality
4348              Quality             Quality
4349                   Mx                  Mx
4350                   Qx                  Qx
4351                   Qx                  Qx
4352                   Qx                  Qx
4353                   Mx                  Mx
4354             Low Info            Low Info
4355                   Qx                  Qx
4356              Quality             Quality
4357             Low Info            Low Info
4358        Manufacturing       Manufacturing
4359             Low Info            Low Info
4360             Low Info            Low Info
4361             Low Info            Low Info
4362              Quality             Quality
4363                   Mx                  Mx
4364                   Mx                  Mx
4365                   Qx                  Qx
4366             Low Info            Low Info
4367                   Qx                  Qx
4368                   Mx                  Mx
4369                   Mx                  Mx
4370                   Mx                  Mx
4371        Manufacturing       Manufacturing
4372                   Qx                  Qx
4373                   Qx                  Qx
4374                   Qx                  Qx
4375                   Qx                  Qx
4376             Low Info            Low Info
4377                   Qx                  Qx
4378                   Mx                  Mx
4379                   Qx                  Qx
4380                   Qx                  Qx
4381                   Qx                  Qx
4382                   Qx                  Qx
4383             Low Info            Low Info
4384                   Qx                  Qx
4385                   Qx                  Qx
4386                   Qx                  Qx
4387              Quality             Quality
4388                   Mx                  Mx
4389                   Mx                  Mx
4390                   Mx                  Mx
4391                   Mx                  Mx
4392                   Mx                  Mx
4393                   Mx                  Mx
4394                   Mx                  Mx
4395                   Qx                  Qx
4396                   Mx                  Mx
4397             Platform            Platform
4398             Platform            Platform
4399              Quality             Quality
4400                   Mx                  Mx
4401                   Mx                  Mx
4402                   Qx                  Qx
4403                   Qx                  Qx
4404                   Mx                  Mx
4405                   Qx                  Qx
4406                   Qx                  Qx
4407                   Qx                  Qx
4408                   Qx                  Qx
4409                   Qx                  Qx
4410                   Qx                  Qx
4411                   Mx                  Mx
4412                   Qx                  Qx
4413             Low Info            Low Info
4414                   Qx                  Qx
4415                   Qx                  Qx
4416             Platform            Platform
4417             Platform            Platform
4418                   Qx                  Qx
4419                   Qx                  Qx
4420                   Qx                  Qx
4421              Quality             Quality
4422                   Qx                  Qx
4423                   Mx                  Mx
4424                   Mx                  Mx
4425                   Qx                  Qx
4426                   Qx                  Qx
4427             Low Info            Low Info
4428                   Qx                  Qx
4429                   Qx                  Qx
4430             Low Info            Low Info
4431                   Mx                  Mx
4432                   Mx                  Mx
4433                   Qx                  Qx
4434                   Qx                  Qx
4435                   Qx                  Qx
4436                   Qx                  Qx
4437                   Qx                  Qx
4438                   Qx                  Qx
4439              Quality             Quality
4440                   Qx                  Qx
4441                   Qx                  Qx
4442                   Qx                  Qx
4443                   Qx                  Qx
4444             Low Info            Low Info
4445                   Qx                  Qx
4446                   Qx                  Qx
4447                   Qx                  Qx
4448                   Qx                  Qx
4449  Product Development Product Development
4450                   Qx                  Qx
4451              Quality             Quality
4452             Low Info            Low Info
4453                   Qx                  Qx
4454              Quality             Quality
4455                   Qx                  Qx
4456                   Qx                  Qx
4457                   Qx                  Qx
4458                   Qx                  Qx
4459             Low Info            Low Info
4460                   Qx                  Qx
4461                   Qx                  Qx
4462             Low Info            Low Info
4463              Quality             Quality
4464              Quality             Quality
4465                   Mx                  Mx
4466                   Qx                  Qx
4467                   Qx                  Qx
4468             Low Info            Low Info
4469                   Qx                  Qx
4470                   Qx                  Qx
4471                   Mx                  Mx
4472                   Mx                  Mx
4473                   Mx                  Mx
4474                   Qx                  Qx
4475             Low Info            Low Info
4476                   Qx                  Qx
4477                   Qx                  Qx
4478                   Qx                  Qx
4479                   Qx                  Qx
4480                   Qx                  Qx
4481                   Qx                  Qx
4482                   Mx                  Mx
4483                   Qx                  Qx
4484                   Mx                  Mx
4485                   Qx                  Qx
4486                   Qx                  Qx
4487                   Mx                  Mx
4488                   Qx                  Qx
4489                   Qx                  Qx
4490                   Mx                  Mx
4491                   Mx                  Mx
4492             Low Info            Low Info
4493             Low Info            Low Info
4494                   Qx                  Qx
4495                   Qx                  Qx
4496                   Mx                  Mx
4497                   Mx                  Mx
4498                   Mx                  Mx
4499                   Mx                  Mx
4500                   Mx                  Mx
4501                   Mx                  Mx
4502                   Mx                  Mx
4503                   Mx                  Mx
4504                   Mx                  Mx
4505                   Qx                  Qx
4506                   Qx                  Qx
4507                   Qx                  Qx
4508                   Mx                  Mx
4509                   Qx                  Qx
4510        Manufacturing       Manufacturing
4511                   Qx                  Qx
4512                   Mx                  Mx
4513             Low Info            Low Info
4514              Quality             Quality
4515              Quality             Quality
4516                   Qx                  Qx
4517                   Qx                  Qx
4518                   Qx                  Qx
4519             Low Info            Low Info
4520                   Mx                  Mx
4521             Low Info            Low Info
4522             Low Info            Low Info
4523                   Qx                  Qx
4524                   Qx                  Qx
4525                   Qx                  Qx
4526                   Qx                  Qx
4527                   Mx                  Mx
4528                   Qx                  Qx
4529             Low Info            Low Info
4530                   Qx                  Qx
4531                   Mx                  Mx
4532                   Qx                  Qx
4533           Regulatory          Regulatory
4534             Low Info            Low Info
4535             Low Info            Low Info
4536        Manufacturing       Manufacturing
4537                   Mx                  Mx
4538             Platform            Platform
4539                   Qx                  Qx
4540             Low Info            Low Info
4541             Logbooks            Logbooks
4542                   Mx                  Mx
4543                   Mx                  Mx
4544                   Qx                  Qx
4545                   Qx                  Qx
4546                   Mx                  Mx
4547                   Mx                  Mx
4548                   Qx                  Qx
4549                   Qx                  Qx
4550             Logbooks            Logbooks
4551              Quality             Quality
4552                   Qx                  Qx
4553                   Mx                  Mx
4554             Low Info            Low Info
4555                   Qx                  Qx
4556             Low Info            Low Info
4557                   Mx                  Mx
4558                   Mx                  Mx
4559                   Qx                  Qx
4560             Low Info            Low Info
4561        Manufacturing       Manufacturing
4562        Manufacturing       Manufacturing
4563        Manufacturing       Manufacturing
4564              Quality             Quality
4565                   Mx                  Mx
4566                   Qx                  Qx
4567                   Qx                  Qx
4568  Product Development Product Development
4569                   Qx                  Qx
4570                   Qx                  Qx
4571                   Qx                  Qx
4572                   Qx                  Qx
4573              Quality             Quality
4574                   Qx                  Qx
4575                   Mx                  Mx
4576              Quality             Quality
4577             Low Info            Low Info
4578                   Qx                  Qx
4579                   Qx                  Qx
4580             Low Info            Low Info
4581             Low Info            Low Info
4582              Quality             Quality
4583                   Qx                  Qx
4584                   Qx                  Qx
4585                   Qx                  Qx
4586                   Qx                  Qx
4587                   Qx                  Qx
4588                   Qx                  Qx
4589                   Qx                  Qx
4590                   Qx                  Qx
4591                   Qx                  Qx
4592                   Qx                  Qx
4593              Quality             Quality
4594                   Qx                  Qx
4595                   Qx                  Qx
4596                   Mx                  Mx
4597                   Qx                  Qx
4598                   Qx                  Qx
4599                   Mx                  Mx
4600                   Mx                  Mx
4601                   Mx                  Mx
4602             Low Info            Low Info
4603              Quality             Quality
4604                   Qx                  Qx
4605              Quality             Quality
4606                   Qx                  Qx
4607             Low Info            Low Info
4608                   Qx                  Qx
4609                   Qx                  Qx
4610              Quality             Quality
4611                   Qx                  Qx
4612              Quality             Quality
4613                   Mx                  Mx
4614                   Qx                  Qx
4615        Manufacturing       Manufacturing
4616        Manufacturing       Manufacturing
4617                   Qx                  Qx
4618             Low Info            Low Info
4619                   Qx                  Qx
4620                   Qx                  Qx
4621                   Qx                  Qx
4622                   Qx                  Qx
4623                   Mx                  Mx
4624                   Qx                  Qx
4625                   Mx                  Mx
4626                   Qx                  Qx
4627                   Qx                  Qx
4628             Low Info            Low Info
4629                   Qx                  Qx
4630                   Qx                  Qx
4631                   Qx                  Qx
4632                   Qx                  Qx
4633                   Qx                  Qx
4634                   Qx                  Qx
4635                   Qx                  Qx
4636                   Qx                  Qx
4637             Clinical            Clinical
4638                   Qx                  Qx
4639                   Mx                  Mx
4640                   Qx                  Qx
4641             Low Info            Low Info
4642        Manufacturing       Manufacturing
4643                   Qx                  Qx
4644             Low Info            Low Info
4645                   Qx                  Qx
4646                   Qx                  Qx
4647                   Qx                  Qx
4648                   Mx                  Mx
4649                   Qx                  Qx
4650                   Qx                  Qx
4651                   Qx                  Qx
4652             Low Info            Low Info
4653                   Qx                  Qx
4654                   Qx                  Qx
4655        Manufacturing       Manufacturing
4656                   Mx                  Mx
4657                   Mx                  Mx
4658                   Qx                  Qx
4659                   Qx                  Qx
4660                   Qx                  Qx
4661                   Qx                  Qx
4662                   Mx                  Mx
4663                   Qx                  Qx
4664                   Qx                  Qx
4665             Low Info            Low Info
4666                   Qx                  Qx
4667           Regulatory          Regulatory
4668              Quality             Quality
4669                   Qx                  Qx
4670                   Qx                  Qx
4671                   Qx                  Qx
4672                   Qx                  Qx
4673                   Qx                  Qx
4674                   Qx                  Qx
4675              Quality             Quality
4676                   Qx                  Qx
4677                   Qx                  Qx
4678                   Mx                  Mx
4679                   Qx                  Qx
4680                   Mx                  Mx
4681             Low Info            Low Info
4682                   Qx                  Qx
4683                   Qx                  Qx
4684             Supplier            Supplier
4685                   Qx                  Qx
4686                   Qx                  Qx
4687                   Qx                  Qx
4688                   Qx                  Qx
4689             Supplier            Supplier
4690        Manufacturing       Manufacturing
4691                   Qx                  Qx
4692             Low Info            Low Info
4693                   Mx                  Mx
4694                   Mx                  Mx
4695                   Qx                  Qx
4696                   Qx                  Qx
4697              Quality             Quality
4698                   Qx                  Qx
4699                   Qx                  Qx
4700                   Qx                  Qx
4701                   Qx                  Qx
4702                   Qx                  Qx
4703                   Qx                  Qx
4704                   Qx                  Qx
4705                   Qx                  Qx
4706                   Qx                  Qx
4707                   Qx                  Qx
4708                   Qx                  Qx
4709                   Qx                  Qx
4710                   Qx                  Qx
4711                   Qx                  Qx
4712                   Qx                  Qx
4713                   Qx                  Qx
4714                   Qx                  Qx
4715                   Mx                  Mx
4716                   Mx                  Mx
4717                   Qx                  Qx
4718                   Mx                  Mx
4719              Quality             Quality
4720                   Qx                  Qx
4721                   Mx                  Mx
4722                   Qx                  Qx
4723                   Mx                  Mx
4724        Manufacturing       Manufacturing
4725             Logbooks            Logbooks
4726                   Qx                  Qx
4727          Post-Market         Post-Market
4728                   Mx                  Mx
4729                   Mx                  Mx
4730                   Mx                  Mx
4731                   Mx                  Mx
4732                   Mx                  Mx
4733                   Mx                  Mx
4734                   Qx                  Qx
4735                   Qx                  Qx
4736                   Qx                  Qx
4737  Product Development Product Development
4738        Manufacturing       Manufacturing
4739             Low Info            Low Info
4740                   Mx                  Mx
4741                   Qx                  Qx
4742                   Qx                  Qx
4743              Quality             Quality
4744                   Qx                  Qx
4745                   Qx                  Qx
4746                   Qx                  Qx
4747                   Qx                  Qx
4748                   Mx                  Mx
4749                   Qx                  Qx
4750                   Qx                  Qx
4751        Manufacturing       Manufacturing
4752                   Qx                  Qx
4753                   Qx                  Qx
4754                   Qx                  Qx
4755                   Qx                  Qx
4756                   Qx                  Qx
4757                   Qx                  Qx
4758                   Qx                  Qx
4759                   Qx                  Qx
4760                   Qx                  Qx
4761                   Qx                  Qx
4762                   Qx                  Qx
4763                   Qx                  Qx
4764                   Qx                  Qx
4765             Low Info            Low Info
4766        Manufacturing       Manufacturing
4767                   Qx                  Qx
4768                   Qx                  Qx
4769                   Qx                  Qx
4770                   Qx                  Qx
4771                   Mx                  Mx
4772                   Qx                  Qx
4773                   Qx                  Qx
4774                   Qx                  Qx
4775                   Qx                  Qx
4776                   Qx                  Qx
4777              Quality             Quality
4778                   Qx                  Qx
4779              Quality             Quality
4780                   Mx                  Mx
4781                   Qx                  Qx
4782                   Qx                  Qx
4783                   Qx                  Qx
4784              Quality             Quality
4785                   Qx                  Qx
4786                   Qx                  Qx
4787        Manufacturing       Manufacturing
4788                   Qx                  Qx
4789                   Qx                  Qx
4790                   Qx                  Qx
4791                   Qx                  Qx
4792                   Qx                  Qx
4793                   Qx                  Qx
4794                   Qx                  Qx
4795             Low Info            Low Info
4796                   Mx                  Mx
4797           Regulatory          Regulatory
4798                   Qx                  Qx
4799              Quality             Quality
4800           Regulatory          Regulatory
4801                   Qx                  Qx
4802                   Qx                  Qx
4803                   Qx                  Qx
4804                   Qx                  Qx
4805                   Qx                  Qx
4806             Logbooks            Logbooks
4807                   Ax                  Ax
4808                   Mx                  Mx
4809              Quality             Quality
4810              Quality             Quality
4811              Quality             Quality
4812              Quality             Quality
4813              Quality             Quality
4814                   Qx                  Qx
4815             Low Info            Low Info
4816                   Qx                  Qx
4817             Clinical            Clinical
4818                   Mx                  Mx
4819              Quality             Quality
4820        Manufacturing       Manufacturing
4821                   Qx                  Qx
4822                   Qx                  Qx
4823                   Mx                  Mx
4824                   Mx                  Mx
4825                   Mx                  Mx
4826                   Mx                  Mx
4827                   Mx                  Mx
4828                   Mx                  Mx
4829                   Mx                  Mx
4830                   Mx                  Mx
4831                   Mx                  Mx
4832                   Mx                  Mx
4833                   Mx                  Mx
4834             Platform            Platform
4835              Quality             Quality
4836              Quality             Quality
4837                   Qx                  Qx
4838                   Qx                  Qx
4839                   Qx                  Qx
4840                   Mx                  Mx
4841                   Qx                  Qx
4842                   Qx                  Qx
4843              Quality             Quality
4844                   Mx                  Mx
4845                   Mx                  Mx
4846                   Mx                  Mx
4847                   Mx                  Mx
4848                   Mx                  Mx
4849                   Mx                  Mx
4850             Low Info            Low Info
4851                   Mx                  Mx
4852             Platform            Platform
4853             Platform            Platform
4854                   Mx                  Mx
4855             Low Info            Low Info
4856                   Qx                  Qx
4857             Logbooks            Logbooks
4858                   Mx                  Mx
4859                   Mx                  Mx
4860                   Mx                  Mx
4861                   Mx                  Mx
4862                   Mx                  Mx
4863                   Mx                  Mx
4864                   Mx                  Mx
4865                   Mx                  Mx
4866                   Mx                  Mx
4867                   Mx                  Mx
4868                   Mx                  Mx
4869                   Qx                  Qx
4870                   Qx                  Qx
4871                   Qx                  Qx
4872                   Qx                  Qx
4873                   Qx                  Qx
4874             Low Info            Low Info
4875                   Qx                  Qx
4876             Low Info            Low Info
4877                   Qx                  Qx
4878                   Qx                  Qx
4879                   Qx                  Qx
4880              Quality             Quality
4881                   Qx                  Qx
4882             Low Info            Low Info
4883                   Mx                  Mx
4884                   Qx                  Qx
4885              Quality             Quality
4886                   Mx                  Mx
4887                   Mx                  Mx
4888                   Qx                  Qx
4889                   Qx                  Qx
4890                   Qx                  Qx
4891                   Mx                  Mx
4892                   Qx                  Qx
4893                   Qx                  Qx
4894                   Qx                  Qx
4895                   Qx                  Qx
4896                   Qx                  Qx
4897                   Qx                  Qx
4898                   Qx                  Qx
4899                   Qx                  Qx
4900                   Qx                  Qx
4901                   Qx                  Qx
4902                   Qx                  Qx
4903                   Qx                  Qx
4904             Low Info            Low Info
4905        Manufacturing       Manufacturing
4906                   Qx                  Qx
4907             Low Info            Low Info
4908                   Qx                  Qx
4909                   Qx                  Qx
4910                   Mx                  Mx
4911                   Qx                  Qx
4912                   Qx                  Qx
4913                   Qx                  Qx
4914                   Qx                  Qx
4915              Quality             Quality
4916                   Qx                  Qx
4917                   Qx                  Qx
4918                   Mx                  Mx
4919           Regulatory          Regulatory
4920                   Mx                  Mx
4921              Quality             Quality
4922              Quality             Quality
4923             Low Info            Low Info
4924                   Qx                  Qx
4925        Manufacturing       Manufacturing
4926                   Qx                  Qx
4927                   Qx                  Qx
4928                   Qx                  Qx
4929           Regulatory          Regulatory
4930                   Qx                  Qx
4931                   Mx                  Mx
4932                   Mx                  Mx
4933                   Mx                  Mx
4934                   Mx                  Mx
4935                   Mx                  Mx
4936                   Mx                  Mx
4937                   Mx                  Mx
4938                   Mx                  Mx
4939                   Mx                  Mx
4940                   Mx                  Mx
4941                   Qx                  Qx
4942                   Qx                  Qx
4943                   Mx                  Mx
4944                   Mx                  Mx
4945                   Mx                  Mx
4946             Low Info            Low Info
4947                   Qx                  Qx
4948                   Qx                  Qx
4949             Low Info            Low Info
4950              Quality             Quality
4951                   Mx                  Mx
4952                   Mx                  Mx
4953                   Qx                  Qx
4954             Low Info            Low Info
4955                   Qx                  Qx
4956                   Qx                  Qx
4957                   Mx                  Mx
4958                   Qx                  Qx
4959              Quality             Quality
4960              Quality             Quality
4961             Low Info            Low Info
4962                   Qx                  Qx
4963                   Qx                  Qx
4964             Low Info            Low Info
4965                   Qx                  Qx
4966              Quality             Quality
4967                   Mx                  Mx
4968              Quality             Quality
4969                   Qx                  Qx
4970                   Qx                  Qx
4971                   Qx                  Qx
4972             Low Info            Low Info
4973  Product Development Product Development
4974                   Qx                  Qx
4975                   Mx                  Mx
4976                   Qx                  Qx
4977                   Mx                  Mx
4978              Quality             Quality
4979                   Qx                  Qx
4980             Low Info            Low Info
4981                   Qx                  Qx
4982        Manufacturing       Manufacturing
4983             Low Info            Low Info
4984              Quality             Quality
4985                   Qx                  Qx
4986                   Mx                  Mx
4987             Low Info            Low Info
4988             Low Info            Low Info
4989                   Qx                  Qx
4990                   Qx                  Qx
4991                   Qx                  Qx
4992                   Mx                  Mx
4993                   Qx                  Qx
4994                   Qx                  Qx
4995                   Qx                  Qx
4996                   Mx                  Mx
4997          Post-Market         Post-Market
4998                   Qx                  Qx
4999             Low Info            Low Info
5000             Low Info            Low Info
5001                   Qx                  Qx
5002                   Qx                  Qx
5003             Low Info            Low Info
5004             Low Info            Low Info
5005                   Qx                  Qx
5006             Low Info            Low Info
5007        Manufacturing       Manufacturing
5008                   Qx                  Qx
5009                   Qx                  Qx
5010                   Qx                  Qx
5011                   Qx                  Qx
5012             Supplier            Supplier
5013                   Qx                  Qx
5014             Platform            Platform
5015                   Qx                  Qx
5016                   Qx                  Qx
5017                   Qx                  Qx
5018                   Mx                  Mx
5019  Product Development Product Development
5020                   Qx                  Qx
5021                   Qx                  Qx
5022                   Qx                  Qx
5023                   Qx                  Qx
5024                   Qx                  Qx
5025             Logbooks            Logbooks
5026             Logbooks            Logbooks
5027                   Qx                  Qx
5028             Low Info            Low Info
5029                   Qx                  Qx
5030                   Mx                  Mx
5031                   Mx                  Mx
5032                   Qx                  Qx
5033             Low Info            Low Info
5034        Manufacturing       Manufacturing
5035        Manufacturing       Manufacturing
5036                   Qx                  Qx
5037                   Qx                  Qx
5038  Product Development Product Development
5039                   Mx                  Mx
5040                   Qx                  Qx
5041             Platform            Platform
5042             Clinical            Clinical
5043                   Qx                  Qx
5044                   Qx                  Qx
5045                   Qx                  Qx
5046                   Qx                  Qx
5047        Manufacturing       Manufacturing
5048                   Qx                  Qx
5049                   Qx                  Qx
5050             Low Info            Low Info
5051                   Mx                  Mx
5052                   Qx                  Qx
5053                   Qx                  Qx
5054              Quality             Quality
5055             Low Info            Low Info
5056                   Qx                  Qx
5057             Low Info            Low Info
5058                   Qx                  Qx
5059                   Mx                  Mx
5060                   Qx                  Qx
5061                   Qx                  Qx
5062  Product Development Product Development
5063                   Mx                  Mx
5064                   Mx                  Mx
5065                   Qx                  Qx
5066                   Qx                  Qx
5067                   Mx                  Mx
5068              Quality             Quality
5069              Quality             Quality
5070                   Qx                  Qx
5071                   Qx                  Qx
5072                   Qx                  Qx
5073                   Qx                  Qx
5074                   Mx                  Mx
5075             Low Info            Low Info
5076                   Mx                  Mx
5077                   Mx                  Mx
5078                   Qx                  Qx
5079                   Qx                  Qx
5080                   Qx                  Qx
5081                   Qx                  Qx
5082                   Qx                  Qx
5083                   Qx                  Qx
5084                   Qx                  Qx
5085                   Qx                  Qx
5086             Low Info            Low Info
5087                   Qx                  Qx
5088                   Qx                  Qx
5089                   Qx                  Qx
5090                   Mx                  Mx
5091             Low Info            Low Info
5092                   Qx                  Qx
5093                   Qx                  Qx
5094                   Qx                  Qx
5095                   Qx                  Qx
5096                   Mx                  Mx
5097                   Qx                  Qx
5098              Quality             Quality
5099                   Qx                  Qx
5100                   Qx                  Qx
5101                   Qx                  Qx
5102                   Qx                  Qx
5103                   Qx                  Qx
5104                   Qx                  Qx
5105                   Qx                  Qx
5106                   Qx                  Qx
5107                   Mx                  Mx
5108                   Qx                  Qx
5109                   Qx                  Qx
5110                   Qx                  Qx
5111                   Qx                  Qx
5112                   Qx                  Qx
5113                   Qx                  Qx
5114                   Qx                  Qx
5115                   Qx                  Qx
5116             Platform            Platform
5117             Low Info            Low Info
5118                   Mx                  Mx
5119                   Qx                  Qx
5120             Platform            Platform
5121             Low Info            Low Info
5122                   Qx                  Qx
5123             Low Info            Low Info
5124             Low Info            Low Info
5125             Low Info            Low Info
5126             Low Info            Low Info
5127                   Qx                  Qx
5128                   Qx                  Qx
5129                   Qx                  Qx
5130                   Qx                  Qx
5131                   Qx                  Qx
5132                   Qx                  Qx
5133             Low Info            Low Info
5134             Low Info            Low Info
5135                   Qx                  Qx
5136                   Qx                  Qx
5137                   Qx                  Qx
5138                   Qx                  Qx
5139                   Qx                  Qx
5140                   Qx                  Qx
5141                   Qx                  Qx
5142                   Qx                  Qx
5143                   Qx                  Qx
5144                   Mx                  Mx
5145                   Qx                  Qx
5146             Low Info            Low Info
5147             Low Info            Low Info
5148                   Qx                  Qx
5149                   Mx                  Mx
5150                   Qx                  Qx
5151                   Qx                  Qx
5152                   Qx                  Qx
5153             Low Info            Low Info
5154             Low Info            Low Info
5155                   Qx                  Qx
5156                   Qx                  Qx
5157        Manufacturing       Manufacturing
5158             Low Info            Low Info
5159             Low Info            Low Info
5160                   Mx                  Mx
5161             Low Info            Low Info
5162             Low Info            Low Info
5163                   Qx                  Qx
5164             Platform            Platform
5165                   Mx                  Mx
5166              Quality             Quality
5167             Platform            Platform
5168                   Mx                  Mx
5169                   Qx                  Qx
5170                   Qx                  Qx
5171                   Qx                  Qx
5172             Platform            Platform
5173                   Qx                  Qx
5174             Low Info            Low Info
5175                   Qx                  Qx
5176             Low Info            Low Info
5177                   Mx                  Mx
5178                   Qx                  Qx
5179                   Qx                  Qx
5180                   Qx                  Qx
5181                   Qx                  Qx
5182                   Qx                  Qx
5183                   Qx                  Qx
5184                   Qx                  Qx
5185                   Qx                  Qx
5186                   Qx                  Qx
5187                   Qx                  Qx
5188                   Qx                  Qx
5189             Low Info            Low Info
5190             Low Info            Low Info
5191                   Mx                  Mx
5192                   Qx                  Qx
5193                   Qx                  Qx
5194                   Qx                  Qx
5195                   Mx                  Mx
5196             Low Info            Low Info
5197                   Qx                  Qx
5198                   Qx                  Qx
5199              Quality             Quality
5200                   Qx                  Qx
5201              Quality             Quality
5202                   Qx                  Qx
5203                   Qx                  Qx
5204              Quality             Quality
5205             Low Info            Low Info
5206                   Qx                  Qx
5207              Quality             Quality
5208                   Qx                  Qx
5209                   Qx                  Qx
5210                   Qx                  Qx
5211                   Qx                  Qx
5212                   Qx                  Qx
5213                   Qx                  Qx
5214                   Qx                  Qx
5215                   Qx                  Qx
5216                   Qx                  Qx
5217                   Qx                  Qx
5218                   Qx                  Qx
5219              Quality             Quality
5220                   Qx                  Qx
5221                   Qx                  Qx
5222             Low Info            Low Info
5223                   Qx                  Qx
5224                   Qx                  Qx
5225                   Qx                  Qx
5226                   Qx                  Qx
5227                   Qx                  Qx
5228             Low Info            Low Info
5229                   Mx                  Mx
5230                   Mx                  Mx
5231              Quality             Quality
5232                   Mx                  Mx
5233                   Qx                  Qx
5234                   Qx                  Qx
5235                   Qx                  Qx
5236                   Qx                  Qx
5237                   Qx                  Qx
5238                   Qx                  Qx
5239                   Qx                  Qx
5240                   Qx                  Qx
5241                   Qx                  Qx
5242                   Mx                  Mx
5243                   Qx                  Qx
5244                   Qx                  Qx
5245                   Qx                  Qx
5246                   Qx                  Qx
5247                   Qx                  Qx
5248                   Mx                  Mx
5249                   Qx                  Qx
5250                   Qx                  Qx
5251              Quality             Quality
5252              Quality             Quality
5253                   Qx                  Qx
5254                   Qx                  Qx
5255             Low Info            Low Info
5256        Manufacturing       Manufacturing
5257                   Qx                  Qx
5258                   Mx                  Mx
5259                   Qx                  Qx
5260                   Mx                  Mx
5261                   Qx                  Qx
5262                   Qx                  Qx
5263        Manufacturing       Manufacturing
5264                   Qx                  Qx
5265                   Qx                  Qx
5266                   Qx                  Qx
5267                   Qx                  Qx
5268             Logbooks            Logbooks
5269                   Qx                  Qx
5270                   Qx                  Qx
5271                   Mx                  Mx
5272                   Qx                  Qx
5273                   Qx                  Qx
5274                   Qx                  Qx
5275                   Qx                  Qx
5276             Low Info            Low Info
5277                   Qx                  Qx
5278                   Qx                  Qx
5279                   Qx                  Qx
5280             Platform            Platform
5281             Low Info            Low Info
5282             Low Info            Low Info
5283                   Qx                  Qx
5284                   Qx                  Qx
5285              Quality             Quality
5286                   Qx                  Qx
5287                   Qx                  Qx
5288                   Qx                  Qx
5289                   Qx                  Qx
5290              Quality             Quality
5291             Low Info            Low Info
5292                   Qx                  Qx
5293                   Qx                  Qx
5294                   Qx                  Qx
5295        Manufacturing       Manufacturing
5296                   Qx                  Qx
5297                   Qx                  Qx
5298                   Qx                  Qx
5299                   Qx                  Qx
5300                   Mx                  Mx
5301              Quality             Quality
5302             Low Info            Low Info
5303                   Qx                  Qx
5304                   Mx                  Mx
5305                   Qx                  Qx
5306                   Mx                  Mx
5307                   Mx                  Mx
5308                   Mx                  Mx
5309                   Mx                  Mx
5310                   Mx                  Mx
5311                   Mx                  Mx
5312                   Mx                  Mx
5313                   Qx                  Qx
5314                   Qx                  Qx
5315                   Qx                  Qx
5316                   Qx                  Qx
5317                   Qx                  Qx
5318                   Mx                  Mx
5319                   Qx                  Qx
5320             Low Info            Low Info
5321                   Mx                  Mx
5322                   Mx                  Mx
5323                   Mx                  Mx
5324              Quality             Quality
5325                   Qx                  Qx
5326             Low Info            Low Info
5327                   Mx                  Mx
5328  Product Development Product Development
5329             Clinical            Clinical
5330             Low Info            Low Info
5331             Low Info            Low Info
5332        Manufacturing       Manufacturing
5333                   Mx                  Mx
5334                   Qx                  Qx
5335              Quality             Quality
5336              Quality             Quality
5337                   Qx                  Qx
5338                   Qx                  Qx
5339  Product Development Product Development
5340              Quality             Quality
5341  Product Development Product Development
5342                   Qx                  Qx
5343                   Mx                  Mx
5344                   Qx                  Qx
5345                   Qx                  Qx
5346                   Mx                  Mx
5347              Quality             Quality
5348                   Qx                  Qx
5349                   Mx                  Mx
5350              Quality             Quality
5351             Low Info            Low Info
5352                   Qx                  Qx
5353              Quality             Quality
5354                   Qx                  Qx
5355              Quality             Quality
5356              Quality             Quality
5357             Low Info            Low Info
5358        Manufacturing       Manufacturing
5359                   Mx                  Mx
5360             Low Info            Low Info
5361                   Qx                  Qx
5362             Low Info            Low Info
5363                   Qx                  Qx
5364             Low Info            Low Info
5365                   Qx                  Qx
5366                   Qx                  Qx
5367                   Mx                  Mx
5368                   Qx                  Qx
5369              Quality             Quality
5370             Low Info            Low Info
5371                   Mx                  Mx
5372                   Qx                  Qx
5373        Manufacturing       Manufacturing
5374                   Qx                  Qx
5375                   Qx                  Qx
5376           Regulatory          Regulatory
5377                   Qx                  Qx
5378                   Qx                  Qx
5379                   Qx                  Qx
5380                   Qx                  Qx
5381        Manufacturing       Manufacturing
5382           Regulatory          Regulatory
5383              Quality             Quality
5384                   Qx                  Qx
5385                   Qx                  Qx
5386              Quality             Quality
5387                   Qx                  Qx
5388                   Qx                  Qx
5389                   Qx                  Qx
5390                   Qx                  Qx
5391              Quality             Quality
5392             Low Info            Low Info
5393             Low Info            Low Info
5394                   Qx                  Qx
5395                   Qx                  Qx
5396                   Mx                  Mx
5397                   Qx                  Qx
5398                   Qx                  Qx
5399                   Qx                  Qx
5400                   Qx                  Qx
5401                   Qx                  Qx
5402                   Qx                  Qx
5403                   Qx                  Qx
5404                   Qx                  Qx
5405                   Mx                  Mx
5406              Quality             Quality
5407                   Qx                  Qx
5408                   Qx                  Qx
5409                   Qx                  Qx
5410           Regulatory          Regulatory
5411             Platform            Platform
5412                   Qx                  Qx
5413              Quality             Quality
5414                   Qx                  Qx
5415                   Qx                  Qx
5416                   Qx                  Qx
5417                   Qx                  Qx
5418                   Mx                  Mx
5419                   Mx                  Mx
5420                   Qx                  Qx
5421                   Qx                  Qx
5422                   Qx                  Qx
5423                   Mx                  Mx
5424                   Qx                  Qx
5425                   Qx                  Qx
5426                   Qx                  Qx
5427                   Mx                  Mx
5428                   Qx                  Qx
5429                   Mx                  Mx
5430                   Qx                  Qx
5431                   Mx                  Mx
5432                   Qx                  Qx
5433                   Qx                  Qx
5434                   Qx                  Qx
5435                   Qx                  Qx
5436                   Qx                  Qx
5437                   Qx                  Qx
5438                   Qx                  Qx
5439                   Qx                  Qx
5440                   Qx                  Qx
5441                   Qx                  Qx
5442                   Mx                  Mx
5443                   Qx                  Qx
5444              Quality             Quality
5445             Low Info            Low Info
5446                   Qx                  Qx
5447                   Qx                  Qx
5448              Quality             Quality
5449                   Qx                  Qx
5450                   Qx                  Qx
5451                   Qx                  Qx
5452                   Qx                  Qx
5453                   Qx                  Qx
5454                   Qx                  Qx
5455                   Qx                  Qx
5456                   Qx                  Qx
5457                   Mx                  Mx
5458                   Qx                  Qx
5459                   Mx                  Mx
5460                   Qx                  Qx
5461                   Mx                  Mx
5462                   Qx                  Qx
5463                   Mx                  Mx
5464             Low Info            Low Info
5465             Low Info            Low Info
5466                   Qx                  Qx
5467                   Qx                  Qx
5468                   Qx                  Qx
5469                   Qx                  Qx
5470                   Qx                  Qx
5471  Product Development Product Development
5472             Low Info            Low Info
5473                   Mx                  Mx
5474             Low Info            Low Info
5475             Low Info            Low Info
5476                   Qx                  Qx
5477             Low Info            Low Info
5478                   Qx                  Qx
5479                   Qx                  Qx
5480                   Qx                  Qx
5481                   Mx                  Mx
5482                   Qx                  Qx
5483                   Mx                  Mx
5484                   Qx                  Qx
5485                   Qx                  Qx
5486             Low Info            Low Info
5487                   Qx                  Qx
5488                   Qx                  Qx
5489                   Mx                  Mx
5490        Manufacturing       Manufacturing
5491        Manufacturing       Manufacturing
5492                   Qx                  Qx
5493                   Mx                  Mx
5494                   Qx                  Qx
5495                   Qx                  Qx
5496                   Qx                  Qx
5497             Supplier            Supplier
5498             Low Info            Low Info
5499                   Qx                  Qx
5500             Low Info            Low Info
5501                   Qx                  Qx
5502                   Qx                  Qx
5503                   Qx                  Qx
5504                   Qx                  Qx
5505                   Qx                  Qx
5506              Quality             Quality
5507                   Qx                  Qx
5508                   Qx                  Qx
5509                   Qx                  Qx
5510           Regulatory          Regulatory
5511                   Qx                  Qx
5512                   Mx                  Mx
5513          Post-Market         Post-Market
5514                   Qx                  Qx
5515           Regulatory          Regulatory
5516                   Mx                  Mx
5517             Low Info            Low Info
5518              Quality             Quality
5519              Quality             Quality
5520                   Mx                  Mx
5521                   Mx                  Mx
5522                   Qx                  Qx
5523                   Mx                  Mx
5524        Manufacturing       Manufacturing
5525                   Qx                  Qx
5526                   Qx                  Qx
5527           Regulatory          Regulatory
5528                   Qx                  Qx
5529                   Qx                  Qx
5530                   Qx                  Qx
5531                   Qx                  Qx
5532                   Qx                  Qx
5533             Low Info            Low Info
5534                   Qx                  Qx
5535              Quality             Quality
5536                   Qx                  Qx
5537                   Mx                  Mx
5538                   Mx                  Mx
5539                   Qx                  Qx
5540                   Qx                  Qx
5541                   Qx                  Qx
5542                   Qx                  Qx
5543                   Qx                  Qx
5544             Low Info            Low Info
5545                   Mx                  Mx
5546                   Mx                  Mx
5547                   Mx                  Mx
5548                   Mx                  Mx
5549                   Qx                  Qx
5550                   Mx                  Mx
5551                   Qx                  Qx
5552                   Qx                  Qx
5553                   Mx                  Mx
5554                   Qx                  Qx
5555                   Qx                  Qx
5556                   Qx                  Qx
5557                   Qx                  Qx
5558                   Qx                  Qx
5559                   Mx                  Mx
5560                   Qx                  Qx
5561                   Mx                  Mx
5562              Quality             Quality
5563              Quality             Quality
5564                   Qx                  Qx
5565                   Qx                  Qx
5566                   Qx                  Qx
5567                   Mx                  Mx
5568                   Qx                  Qx
5569                   Qx                  Qx
5570                   Mx                  Mx
5571                   Mx                  Mx
5572                   Qx                  Qx
5573                   Qx                  Qx
5574                   Qx                  Qx
5575  Product Development Product Development
5576                   Mx                  Mx
5577                   Qx                  Qx
5578                   Mx                  Mx
5579                   Qx                  Qx
5580                   Qx                  Qx
5581                   Mx                  Mx
5582                   Qx                  Qx
5583                   Mx                  Mx
5584                   Qx                  Qx
5585                   Mx                  Mx
5586              Quality             Quality
5587                   Qx                  Qx
5588                   Qx                  Qx
5589  Product Development Product Development
5590             Platform            Platform
5591              Quality             Quality
5592                   Qx                  Qx
5593                   Qx                  Qx
5594             Clinical            Clinical
5595                   Qx                  Qx
5596                   Qx                  Qx
5597                   Qx                  Qx
5598                   Qx                  Qx
5599                   Qx                  Qx
5600                   Qx                  Qx
5601                   Mx                  Mx
5602                   Mx                  Mx
5603                   Qx                  Qx
5604                   Mx                  Mx
5605                   Qx                  Qx
5606                   Qx                  Qx
5607                   Mx                  Mx
5608                   Mx                  Mx
5609                   Qx                  Qx
5610                   Qx                  Qx
5611                   Qx                  Qx
5612                   Qx                  Qx
5613              Quality             Quality
5614              Quality             Quality
5615                   Mx                  Mx
5616        Manufacturing       Manufacturing
5617                   Mx                  Mx
5618                   Mx                  Mx
5619                   Qx                  Qx
5620                   Qx                  Qx
5621                   Qx                  Qx
5622                   Mx                  Mx
5623                   Mx                  Mx
5624        Manufacturing       Manufacturing
5625                   Qx                  Qx
5626             Platform            Platform
5627                   Qx                  Qx
5628                   Qx                  Qx
5629                   Qx                  Qx
5630                   Qx                  Qx
5631                   Mx                  Mx
5632                   Mx                  Mx
5633                   Qx                  Qx
5634              Quality             Quality
5635                   Qx                  Qx
5636             Low Info            Low Info
5637                   Qx                  Qx
5638                   Qx                  Qx
5639                   Qx                  Qx
5640                   Qx                  Qx
5641                   Mx                  Mx
5642                   Mx                  Mx
5643        Manufacturing       Manufacturing
5644              Quality             Quality
5645                   Mx                  Mx
5646              Quality             Quality
5647        Manufacturing       Manufacturing
5648                   Mx                  Mx
5649                   Qx                  Qx
5650              Quality             Quality
5651                   Qx                  Qx
5652              Quality             Quality
5653                   Qx                  Qx
5654                   Qx                  Qx
5655                   Qx                  Qx
5656                   Qx                  Qx
5657              Quality             Quality
5658                   Qx                  Qx
5659                   Qx                  Qx
5660                   Qx                  Qx
5661           Regulatory          Regulatory
5662                   Qx                  Qx
5663                   Qx                  Qx
5664              Quality             Quality
5665                   Qx                  Qx
5666                   Qx                  Qx
5667              Quality             Quality
5668              Quality             Quality
5669                   Qx                  Qx
5670                   Qx                  Qx
5671                   Qx                  Qx
5672                   Mx                  Mx
5673              Quality             Quality
5674        Manufacturing       Manufacturing
5675                   Qx                  Qx
5676        Manufacturing       Manufacturing
5677              Quality             Quality
5678              Quality             Quality
5679                   Qx                  Qx
5680                   Qx                  Qx
5681                   Qx                  Qx
5682              Quality             Quality
5683                   Qx                  Qx
5684                   Qx                  Qx
5685                   Qx                  Qx
5686                   Qx                  Qx
5687             Platform            Platform
5688             Platform            Platform
5689                   Qx                  Qx
5690                   Qx                  Qx
5691        Manufacturing       Manufacturing
5692                   Qx                  Qx
5693                   Qx                  Qx
5694                   Qx                  Qx
5695                   Qx                  Qx
5696              Quality             Quality
5697                   Qx                  Qx
5698                   Mx                  Mx
5699                   Qx                  Qx
5700                   Qx                  Qx
5701                   Mx                  Mx
5702                   Qx                  Qx
5703                   Qx                  Qx
5704                   Qx                  Qx
5705          Post-Market         Post-Market
5706           Regulatory          Regulatory
5707                   Qx                  Qx
5708              Quality             Quality
5709                   Qx                  Qx
5710                   Mx                  Mx
5711                   Qx                  Qx
5712                   Qx                  Qx
5713                   Mx                  Mx
5714              Quality             Quality
5715                   Qx                  Qx
5716              Quality             Quality
5717                   Mx                  Mx
5718              Quality             Quality
5719             Low Info            Low Info
5720             Low Info            Low Info
5721                   Qx                  Qx
5722              Quality             Quality
5723                   Qx                  Qx
5724                   Qx                  Qx
5725              Quality             Quality
5726             Logbooks            Logbooks
5727              Quality             Quality
5728                   Qx                  Qx
5729             Low Info            Low Info
5730                   Qx                  Qx
5731                   Qx                  Qx
5732                   Qx                  Qx
5733                   Qx                  Qx
5734                   Qx                  Qx
5735                   Qx                  Qx
5736                   Qx                  Qx
5737                   Qx                  Qx
5738                   Qx                  Qx
5739                   Mx                  Mx
5740                   Qx                  Qx
5741                   Qx                  Qx
5742                   Qx                  Qx
5743                   Qx                  Qx
5744              Quality             Quality
5745                   Qx                  Qx
5746                   Qx                  Qx
5747                   Qx                  Qx
5748                   Qx                  Qx
5749                   Qx                  Qx
5750              Quality             Quality
5751                   Qx                  Qx
5752              Quality             Quality
5753                   Mx                  Mx
5754              Quality             Quality
5755                   Mx                  Mx
5756                   Mx                  Mx
5757                   Qx                  Qx
5758              Quality             Quality
5759                   Qx                  Qx
5760                   Qx                  Qx
5761                   Qx                  Qx
5762                   Qx                  Qx
5763                   Mx                  Mx
5764                   Qx                  Qx
5765                   Mx                  Mx
5766             Low Info            Low Info
5767                   Qx                  Qx
5768                   Qx                  Qx
5769             Low Info            Low Info
5770                   Qx                  Qx
5771                   Qx                  Qx
5772                   Qx                  Qx
5773                   Mx                  Mx
5774                   Qx                  Qx
5775              Quality             Quality
5776                   Qx                  Qx
5777                   Mx                  Mx
5778                   Qx                  Qx
5779                   Qx                  Qx
5780                   Qx                  Qx
5781                   Qx                  Qx
5782                   Qx                  Qx
5783              Quality             Quality
5784                   Qx                  Qx
5785                   Qx                  Qx
5786                   Qx                  Qx
5787                   Qx                  Qx
5788             Supplier            Supplier
5789                   Qx                  Qx
5790             Low Info            Low Info
5791                   Mx                  Mx
5792              Quality             Quality
5793              Quality             Quality
5794                   Qx                  Qx
5795             Low Info            Low Info
5796             Low Info            Low Info
5797        Manufacturing       Manufacturing
5798                   Mx                  Mx
5799              Quality             Quality
5800              Quality             Quality
5801              Quality             Quality
5802                   Qx                  Qx
5803                   Qx                  Qx
5804             Low Info            Low Info
5805             Low Info            Low Info
5806                   Qx                  Qx
5807                   Qx                  Qx
5808                   Qx                  Qx
5809              Quality             Quality
5810                   Qx                  Qx
5811             Low Info            Low Info
5812             Platform            Platform
5813                   Qx                  Qx
5814                   Mx                  Mx
5815                   Mx                  Mx
5816                   Mx                  Mx
5817              Quality             Quality
5818                   Qx                  Qx
5819                   Mx                  Mx
5820                   Qx                  Qx
5821                   Qx                  Qx
5822                   Mx                  Mx
5823              Quality             Quality
5824                   Mx                  Mx
5825                   Mx                  Mx
5826                   Mx                  Mx
5827                   Mx                  Mx
5828                   Mx                  Mx
5829             Clinical            Clinical
5830              Quality             Quality
5831                   Qx                  Qx
5832              Quality             Quality
5833             Logbooks            Logbooks
5834             Platform            Platform
5835                   Qx                  Qx
5836                   Qx                  Qx
5837                   Mx                  Mx
5838                   Qx                  Qx
5839                   Qx                  Qx
5840             Logbooks            Logbooks
5841                   Qx                  Qx
5842                   Qx                  Qx
5843             Platform            Platform
5844                   Qx                  Qx
5845                   Mx                  Mx
5846                   Mx                  Mx
5847                   Qx                  Qx
5848              Quality             Quality
5849             Logbooks            Logbooks
5850              Quality             Quality
5851                   Qx                  Qx
5852        Manufacturing       Manufacturing
5853                   Qx                  Qx
5854                   Mx                  Mx
5855             Low Info            Low Info
5856                   Qx                  Qx
5857                   Qx                  Qx
5858                   Mx                  Mx
5859                   Qx                  Qx
5860                   Qx                  Qx
5861                   Qx                  Qx
5862                   Qx                  Qx
5863                   Qx                  Qx
5864                   Qx                  Qx
5865                   Qx                  Qx
5866                   Qx                  Qx
5867                   Qx                  Qx
5868                   Qx                  Qx
5869                   Qx                  Qx
5870                   Qx                  Qx
5871                   Qx                  Qx
5872                   Qx                  Qx
5873                   Qx                  Qx
5874                   Qx                  Qx
5875                   Qx                  Qx
5876                   Qx                  Qx
5877                   Qx                  Qx
5878                   Mx                  Mx
5879                   Qx                  Qx
5880              Quality             Quality
5881                   Mx                  Mx
5882                   Qx                  Qx
5883                   Mx                  Mx
5884                   Mx                  Mx
5885                   Qx                  Qx
5886                   Qx                  Qx
5887                   Qx                  Qx
5888             Low Info            Low Info
5889                   Qx                  Qx
5890              Quality             Quality
5891                   Qx                  Qx
5892                   Mx                  Mx
5893              Quality             Quality
5894                   Qx                  Qx
5895                   Qx                  Qx
5896             Low Info            Low Info
5897                   Mx                  Mx
5898        Manufacturing       Manufacturing
5899                   Qx                  Qx
5900                   Qx                  Qx
5901                   Qx                  Qx
5902                   Qx                  Qx
5903              Quality             Quality
5904                   Qx                  Qx
5905                   Qx                  Qx
5906              Quality             Quality
5907        Manufacturing       Manufacturing
5908        Manufacturing       Manufacturing
5909                   Qx                  Qx
5910                   Qx                  Qx
5911                   Qx                  Qx
5912                   Qx                  Qx
5913             Low Info            Low Info
5914              Quality             Quality
5915                   Qx                  Qx
5916                   Qx                  Qx
5917        Manufacturing       Manufacturing
5918                   Qx                  Qx
5919           Regulatory          Regulatory
5920                   Mx                  Mx
5921                   Qx                  Qx
5922           Regulatory          Regulatory
5923                   Qx                  Qx
5924             Platform            Platform
5925             Logbooks            Logbooks
5926                   Qx                  Qx
5927                   Qx                  Qx
5928             Logbooks            Logbooks
5929                   Qx                  Qx
5930              Quality             Quality
5931                   Qx                  Qx
5932  Product Development Product Development
5933             Low Info            Low Info
5934              Quality             Quality
5935                   Qx                  Qx
5936             Clinical            Clinical
5937             Platform            Platform
5938                   Qx                  Qx
5939                   Qx                  Qx
5940                   Qx                  Qx
5941                   Qx                  Qx
5942                   Qx                  Qx
5943                   Qx                  Qx
5944                   Qx                  Qx
5945                   Mx                  Mx
5946              Quality             Quality
5947                   Qx                  Qx
5948                   Qx                  Qx
5949                   Qx                  Qx
5950                   Mx                  Mx
5951        Manufacturing       Manufacturing
5952                   Mx                  Mx
5953                   Qx                  Qx
5954                   Qx                  Qx
5955              Quality             Quality
5956                   Mx                  Mx
5957                   Qx                  Qx
5958                   Qx                  Qx
5959                   Qx                  Qx
5960                   Qx                  Qx
5961             Low Info            Low Info
5962                   Mx                  Mx
5963                   Qx                  Qx
5964             Low Info            Low Info
5965                   Qx                  Qx
5966                   Qx                  Qx
5967                   Qx                  Qx
5968                   Qx                  Qx
5969                   Mx                  Mx
5970                   Qx                  Qx
5971                   Qx                  Qx
5972                   Qx                  Qx
5973              Quality             Quality
5974                   Qx                  Qx
5975                   Qx                  Qx
5976                   Qx                  Qx
5977                   Qx                  Qx
5978              Quality             Quality
5979                   Qx                  Qx
5980                   Mx                  Mx
5981             Platform            Platform
5982                   Mx                  Mx
5983                   Mx                  Mx
5984           Regulatory          Regulatory
5985                   Qx                  Qx
5986                   Qx                  Qx
5987                   Qx                  Qx
5988                   Qx                  Qx
5989              Quality             Quality
5990              Quality             Quality
5991             Logbooks            Logbooks
5992              Quality             Quality
5993             Logbooks            Logbooks
5994                   Qx                  Qx
5995             Low Info            Low Info
5996                   Qx                  Qx
5997                   Qx                  Qx
5998                   Qx                  Qx
5999              Quality             Quality
6000                   Qx                  Qx
6001                   Qx                  Qx
6002                   Qx                  Qx
6003                   Qx                  Qx
6004             Low Info            Low Info
6005                   Qx                  Qx
6006                   Qx                  Qx
6007             Platform            Platform
6008                   Qx                  Qx
6009                   Mx                  Mx
6010                   Mx                  Mx
6011             Logbooks            Logbooks
6012                   Mx                  Mx
6013                   Qx                  Qx
6014                   Qx                  Qx
6015                   Qx                  Qx
6016                   Qx                  Qx
6017                   Mx                  Mx
6018                   Qx                  Qx
6019             Logbooks            Logbooks
6020                   Qx                  Qx
6021                   Qx                  Qx
6022              Quality             Quality
6023                   Qx                  Qx
6024                   Qx                  Qx
6025                   Qx                  Qx
6026             Logbooks            Logbooks
6027             Logbooks            Logbooks
6028                   Mx                  Mx
6029             Logbooks            Logbooks
6030        Manufacturing       Manufacturing
6031             Low Info            Low Info
6032                   Mx                  Mx
6033                   Qx                  Qx
6034                   Mx                  Mx
6035                   Mx                  Mx
6036                   Qx                  Qx
6037                   Qx                  Qx
6038             Platform            Platform
6039                   Qx                  Qx
6040        Manufacturing       Manufacturing
6041              Quality             Quality
6042                   Qx                  Qx
6043                   Qx                  Qx
6044                   Mx                  Mx
6045                   Qx                  Qx
6046                   Qx                  Qx
6047                   Qx                  Qx
6048             Clinical            Clinical
6049                   Qx                  Qx
6050                   Qx                  Qx
6051             Platform            Platform
6052                   Qx                  Qx
6053                   Qx                  Qx
6054                   Qx                  Qx
6055                   Qx                  Qx
6056                   Qx                  Qx
6057                   Qx                  Qx
6058                   Qx                  Qx
6059                   Qx                  Qx
6060                   Qx                  Qx
6061                   Qx                  Qx
6062                   Qx                  Qx
6063                   Qx                  Qx
6064                   Qx                  Qx
6065                   Qx                  Qx
6066                   Qx                  Qx
6067                   Qx                  Qx
6068                   Qx                  Qx
6069                   Mx                  Mx
6070             Logbooks            Logbooks
6071                   Qx                  Qx
6072                   Qx                  Qx
6073                   Qx                  Qx
6074             Low Info            Low Info
6075             Low Info            Low Info
6076                   Qx                  Qx
6077                   Mx                  Mx
6078             Logbooks            Logbooks
6079                   Qx                  Qx
6080                   Qx                  Qx
6081                   Qx                  Qx
6082                   Qx                  Qx
6083              Quality             Quality
6084                   Qx                  Qx
6085             Logbooks            Logbooks
6086                   Qx                  Qx
6087                   Mx                  Mx
6088                   Qx                  Qx
6089                   Qx                  Qx
6090                   Qx                  Qx
6091                   Mx                  Mx
6092                   Mx                  Mx
6093              Quality             Quality
6094                   Qx                  Qx
6095                   Qx                  Qx
6096                   Qx                  Qx
6097                   Qx                  Qx
6098                   Qx                  Qx
6099                   Qx                  Qx
6100                   Qx                  Qx
6101                   Qx                  Qx
6102                   Qx                  Qx
6103                   Mx                  Mx
6104                   Qx                  Qx
6105           Regulatory          Regulatory
6106                   Qx                  Qx
6107                   Mx                  Mx
6108                   Qx                  Qx
6109             Low Info            Low Info
6110                   Qx                  Qx
6111                   Qx                  Qx
6112                   Mx                  Mx
6113                   Qx                  Qx
6114                   Qx                  Qx
6115                   Qx                  Qx
6116                   Qx                  Qx
6117                   Qx                  Qx
6118                   Mx                  Mx
6119             Clinical            Clinical
6120           Regulatory          Regulatory
6121                   Qx                  Qx
6122                   Qx                  Qx
6123           Regulatory          Regulatory
6124                   Qx                  Qx
6125                   Qx                  Qx
6126                   Qx                  Qx
6127                   Qx                  Qx
6128  Product Development Product Development
6129              Quality             Quality
6130                   Qx                  Qx
6131             Low Info            Low Info
6132                   Qx                  Qx
6133                   Qx                  Qx
6134                   Mx                  Mx
6135              Quality             Quality
6136                   Qx                  Qx
6137                   Qx                  Qx
6138                   Qx                  Qx
6139                   Qx                  Qx
6140        Manufacturing       Manufacturing
6141                   Qx                  Qx
6142                   Qx                  Qx
6143                   Qx                  Qx
6144                   Qx                  Qx
6145                   Qx                  Qx
6146                   Qx                  Qx
6147                   Mx                  Mx
6148              Quality             Quality
6149                   Qx                  Qx
6150                   Qx                  Qx
6151                   Qx                  Qx
6152                   Qx                  Qx
6153                   Qx                  Qx
6154                   Mx                  Mx
6155                   Qx                  Qx
6156                   Qx                  Qx
6157                   Qx                  Qx
6158                   Qx                  Qx
6159                   Qx                  Qx
6160              Quality             Quality
6161                   Mx                  Mx
6162                   Mx                  Mx
6163                   Qx                  Qx
6164                   Qx                  Qx
6165                   Mx                  Mx
6166                   Mx                  Mx
6167                   Mx                  Mx
6168                   Mx                  Mx
6169                   Qx                  Qx
6170        Manufacturing       Manufacturing
6171  Product Development Product Development
6172                   Mx                  Mx
6173                   Qx                  Qx
6174                   Qx                  Qx
6175                   Qx                  Qx
6176                   Mx                  Mx
6177                   Qx                  Qx
6178                   Qx                  Qx
6179                   Mx                  Mx
6180                   Qx                  Qx
6181                   Mx                  Mx
6182              Quality             Quality
6183                   Qx                  Qx
6184                   Qx                  Qx
6185                   Qx                  Qx
6186                   Mx                  Mx
6187                   Mx                  Mx
6188             Low Info            Low Info
6189                   Qx                  Qx
6190              Quality             Quality
6191             Low Info            Low Info
6192             Supplier            Supplier
6193             Low Info            Low Info
6194                   Qx                  Qx
6195                   Qx                  Qx
6196                   Qx                  Qx
6197                   Qx                  Qx
6198                   Qx                  Qx
6199                   Qx                  Qx
6200                   Mx                  Mx
6201              Quality             Quality
6202                   Qx                  Qx
6203                   Qx                  Qx
6204                   Qx                  Qx
6205                   Mx                  Mx
6206           Regulatory          Regulatory
6207                   Qx                  Qx
6208              Quality             Quality
6209                   Qx                  Qx
6210                   Qx                  Qx
6211                   Qx                  Qx
6212                   Qx                  Qx
6213             Low Info            Low Info
6214  Product Development Product Development
6215                   Qx                  Qx
6216                   Qx                  Qx
6217                   Mx                  Mx
6218                   Qx                  Qx
6219                   Qx                  Qx
6220                   Qx                  Qx
6221                   Mx                  Mx
6222              Quality             Quality
6223                   Qx                  Qx
6224              Quality             Quality
6225                   Mx                  Mx
6226                   Mx                  Mx
6227                   Qx                  Qx
6228                   Mx                  Mx
6229                   Mx                  Mx
6230                   Qx                  Qx
6231                   Qx                  Qx
6232              Quality             Quality
6233                   Qx                  Qx
6234                   Qx                  Qx
6235                   Qx                  Qx
6236              Quality             Quality
6237                   Qx                  Qx
6238             Platform            Platform
6239                   Qx                  Qx
6240                   Qx                  Qx
6241                   Qx                  Qx
6242                   Qx                  Qx
6243                   Qx                  Qx
6244                   Qx                  Qx
6245                   Qx                  Qx
6246                   Qx                  Qx
6247                   Qx                  Qx
6248                   Qx                  Qx
6249              Quality             Quality
6250                   Qx                  Qx
6251              Quality             Quality
6252                   Qx                  Qx
6253                   Qx                  Qx
6254              Quality             Quality
6255                   Qx                  Qx
6256                   Qx                  Qx
6257             Logbooks            Logbooks
6258             Platform            Platform
6259                   Qx                  Qx
6260                   Mx                  Mx
6261                   Mx                  Mx
6262                   Qx                  Qx
6263                   Mx                  Mx
6264           Regulatory          Regulatory
6265                   Qx                  Qx
6266              Quality             Quality
6267                   Qx                  Qx
6268          Post-Market         Post-Market
6269                   Qx                  Qx
6270                   Qx                  Qx
6271                   Qx                  Qx
6272                   Qx                  Qx
6273                   Qx                  Qx
6274                   Qx                  Qx
6275                   Qx                  Qx
6276                   Mx                  Mx
6277                   Mx                  Mx
6278             Low Info            Low Info
6279                   Qx                  Qx
6280              Quality             Quality
6281           Regulatory          Regulatory
6282                   Qx                  Qx
6283                   Qx                  Qx
6284        Manufacturing       Manufacturing
6285                   Qx                  Qx
6286              Quality             Quality
6287                   Qx                  Qx
6288                   Qx                  Qx
6289                   Qx                  Qx
6290                   Qx                  Qx
6291                   Qx                  Qx
6292              Quality             Quality
6293                   Qx                  Qx
6294                   Qx                  Qx
6295                   Qx                  Qx
6296                   Qx                  Qx
6297                   Mx                  Mx
6298                   Mx                  Mx
6299              Quality             Quality
6300                   Mx                  Mx
6301                   Mx                  Mx
6302             Logbooks            Logbooks
6303                   Qx                  Qx
6304                   Qx                  Qx
6305                   Qx                  Qx
6306                   Qx                  Qx
6307                   Qx                  Qx
6308              Quality             Quality
6309                   Qx                  Qx
6310                   Qx                  Qx
6311                   Qx                  Qx
6312                   Qx                  Qx
6313                   Qx                  Qx
6314                   Qx                  Qx
6315                   Qx                  Qx
6316                   Ax                  Ax
6317                   Qx                  Qx
6318                   Qx                  Qx
6319                   Qx                  Qx
6320                   Qx                  Qx
6321           Regulatory          Regulatory
6322                   Qx                  Qx
6323                   Qx                  Qx
6324                   Qx                  Qx
6325                   Qx                  Qx
6326                   Qx                  Qx
6327              Quality             Quality
6328                   Qx                  Qx
6329                   Qx                  Qx
6330                   Qx                  Qx
6331                   Qx                  Qx
6332                   Qx                  Qx
6333                   Mx                  Mx
6334                   Qx                  Qx
6335                   Qx                  Qx
6336                   Qx                  Qx
6337                   Mx                  Mx
6338                   Qx                  Qx
6339                   Qx                  Qx
6340                   Qx                  Qx
6341                   Qx                  Qx
6342              Quality             Quality
6343             Supplier            Supplier
6344                   Qx                  Qx
6345             Clinical            Clinical
6346                   Qx                  Qx
6347        Manufacturing       Manufacturing
6348                   Qx                  Qx
6349                   Qx                  Qx
6350                   Qx                  Qx
6351                   Qx                  Qx
6352                   Mx                  Mx
6353                   Qx                  Qx
6354             Platform            Platform
6355  Product Development Product Development
6356              Quality             Quality
6357                   Qx                  Qx
6358                   Qx                  Qx
6359                   Mx                  Mx
6360             Low Info            Low Info
6361                   Qx                  Qx
6362                   Qx                  Qx
6363                   Qx                  Qx
6364  Product Development Product Development
6365                   Mx                  Mx
6366              Quality             Quality
6367                   Qx                  Qx
6368                   Qx                  Qx
6369                   Qx                  Qx
6370                   Qx                  Qx
6371              Quality             Quality
6372             Platform            Platform
6373                   Qx                  Qx
6374                   Qx                  Qx
6375                   Qx                  Qx
6376        Manufacturing       Manufacturing
6377                   Qx                  Qx
6378                   Mx                  Mx
6379                   Qx                  Qx
6380                   Qx                  Qx
6381                   Qx                  Qx
6382                   Qx                  Qx
6383                   Qx                  Qx
6384                   Qx                  Qx
6385                   Qx                  Qx
6386              Quality             Quality
6387             Low Info            Low Info
6388                   Qx                  Qx
6389             Low Info            Low Info
6390                   Qx                  Qx
6391                   Qx                  Qx
6392             Low Info            Low Info
6393             Platform            Platform
6394             Platform            Platform
6395                   Qx                  Qx
6396                   Mx                  Mx
6397                   Qx                  Qx
6398                   Qx                  Qx
6399                   Qx                  Qx
6400                   Mx                  Mx
6401                   Mx                  Mx
6402                   Qx                  Qx
6403             Platform            Platform
6404                   Qx                  Qx
6405                   Qx                  Qx
6406              Quality             Quality
6407                   Qx                  Qx
6408                   Qx                  Qx
6409                   Qx                  Qx
6410                   Mx                  Mx
6411                   Mx                  Mx
6412                   Qx                  Qx
6413                   Qx                  Qx
6414                   Qx                  Qx
6415                   Qx                  Qx
6416                   Mx                  Mx
6417              Quality             Quality
6418                   Qx                  Qx
6419                   Qx                  Qx
6420              Quality             Quality
6421                   Qx                  Qx
6422                   Qx                  Qx
6423        Manufacturing       Manufacturing
6424        Manufacturing       Manufacturing
6425                   Qx                  Qx
6426                   Qx                  Qx
6427        Manufacturing       Manufacturing
6428                   Qx                  Qx
6429                   Qx                  Qx
6430                   Qx                  Qx
6431             Logbooks            Logbooks
6432                   Mx                  Mx
6433                   Qx                  Qx
6434                   Qx                  Qx
6435                   Qx                  Qx
6436             Low Info            Low Info
6437                   Mx                  Mx
6438                   Qx                  Qx
6439                   Mx                  Mx
6440                   Qx                  Qx
6441              Quality             Quality
6442             Low Info            Low Info
6443                   Qx                  Qx
6444                   Qx                  Qx
6445                   Mx                  Mx
6446                   Qx                  Qx
6447                   Qx                  Qx
6448                   Qx                  Qx
6449             Low Info            Low Info
6450        Manufacturing       Manufacturing
6451                   Qx                  Qx
6452                   Qx                  Qx
6453             Low Info            Low Info
6454                   Qx                  Qx
6455                   Qx                  Qx
6456                   Qx                  Qx
6457                   Qx                  Qx
6458                   Qx                  Qx
6459                   Qx                  Qx
6460                   Mx                  Mx
6461                   Qx                  Qx
6462                   Mx                  Mx
6463                   Qx                  Qx
6464             Low Info            Low Info
6465                   Mx                  Mx
6466             Low Info            Low Info
6467                   Qx                  Qx
6468              Quality             Quality
6469             Low Info            Low Info
6470                   Qx                  Qx
6471                   Qx                  Qx
6472                   Qx                  Qx
6473                   Mx                  Mx
6474                   Mx                  Mx
6475                   Qx                  Qx
6476                   Qx                  Qx
6477                   Qx                  Qx
6478                   Mx                  Mx
6479        Manufacturing       Manufacturing
6480                   Mx                  Mx
6481                   Mx                  Mx
6482                   Mx                  Mx
6483                   Qx                  Qx
6484  Product Development Product Development
6485                   Qx                  Qx
6486                   Mx                  Mx
6487                   Mx                  Mx
6488                   Mx                  Mx
6489                   Qx                  Qx
6490                   Qx                  Qx
6491           Regulatory          Regulatory
6492                   Mx                  Mx
6493                   Qx                  Qx
6494                   Qx                  Qx
6495                   Mx                  Mx
6496             Supplier            Supplier
6497                   Qx                  Qx
6498                   Qx                  Qx
6499                   Qx                  Qx
6500                   Qx                  Qx
6501                   Qx                  Qx
6502                   Qx                  Qx
6503                   Qx                  Qx
6504             Supplier            Supplier
6505                   Qx                  Qx
6506                   Mx                  Mx
6507                   Qx                  Qx
6508                   Qx                  Qx
6509                   Qx                  Qx
6510                   Qx                  Qx
6511              Quality             Quality
6512                   Mx                  Mx
6513                   Mx                  Mx
6514                   Qx                  Qx
6515                   Mx                  Mx
6516                   Qx                  Qx
6517                   Qx                  Qx
6518                   Mx                  Mx
6519              Quality             Quality
6520                   Qx                  Qx
6521                   Qx                  Qx
6522                   Mx                  Mx
6523                   Qx                  Qx
6524                   Qx                  Qx
6525                   Qx                  Qx
6526                   Qx                  Qx
6527                   Qx                  Qx
6528                   Qx                  Qx
6529                   Qx                  Qx
6530                   Qx                  Qx
6531                   Qx                  Qx
6532                   Qx                  Qx
6533                   Qx                  Qx
6534                   Qx                  Qx
6535        Manufacturing       Manufacturing
6536           Regulatory          Regulatory
6537                   Qx                  Qx
6538                   Mx                  Mx
6539              Quality             Quality
6540                   Qx                  Qx
6541             Platform            Platform
6542             Logbooks            Logbooks
6543                   Qx                  Qx
6544                   Qx                  Qx
6545                   Qx                  Qx
6546                   Qx                  Qx
6547                   Qx                  Qx
6548                   Qx                  Qx
6549                   Mx                  Mx
6550                   Qx                  Qx
6551              Quality             Quality
6552                   Qx                  Qx
6553                   Qx                  Qx
6554              Quality             Quality
6555              Quality             Quality
6556                   Mx                  Mx
6557                   Qx                  Qx
6558                   Qx                  Qx
6559                   Qx                  Qx
6560                   Mx                  Mx
6561                   Qx                  Qx
6562                   Mx                  Mx
6563                   Qx                  Qx
6564             Clinical            Clinical
6565                   Qx                  Qx
6566                   Qx                  Qx
6567             Logbooks            Logbooks
6568                   Qx                  Qx
6569                   Qx                  Qx
6570             Clinical            Clinical
6571                   Mx                  Mx
6572                   Mx                  Mx
6573                   Qx                  Qx
6574                   Mx                  Mx
6575                   Qx                  Qx
6576                   Qx                  Qx
6577                   Qx                  Qx
6578             Low Info            Low Info
6579                   Qx                  Qx
6580                   Qx                  Qx
6581             Low Info            Low Info
6582                   Qx                  Qx
6583                   Mx                  Mx
6584                   Qx                  Qx
6585                   Qx                  Qx
6586                   Qx                  Qx
6587                   Qx                  Qx
6588                   Qx                  Qx
6589                   Qx                  Qx
6590                   Mx                  Mx
6591                   Qx                  Qx
6592             Platform            Platform
6593             Low Info            Low Info
6594                   Qx                  Qx
6595              Quality             Quality
6596                   Mx                  Mx
6597                   Mx                  Mx
6598                   Qx                  Qx
6599                   Mx                  Mx
6600                   Qx                  Qx
6601                   Qx                  Qx
6602                   Qx                  Qx
6603                   Mx                  Mx
6604                   Qx                  Qx
6605                   Qx                  Qx
6606             Logbooks            Logbooks
6607              Quality             Quality
6608                   Mx                  Mx
6609                   Qx                  Qx
6610           Regulatory          Regulatory
6611             Platform            Platform
6612        Manufacturing       Manufacturing
6613                   Qx                  Qx
6614                   Qx                  Qx
6615                   Qx                  Qx
6616                   Qx                  Qx
6617                   Qx                  Qx
6618                   Qx                  Qx
6619                   Qx                  Qx
6620                   Qx                  Qx
6621                   Qx                  Qx
6622                   Qx                  Qx
6623                   Qx                  Qx
6624                   Qx                  Qx
6625                   Qx                  Qx
6626                   Qx                  Qx
6627                   Qx                  Qx
6628              Quality             Quality
6629                   Mx                  Mx
6630                   Mx                  Mx
6631                   Qx                  Qx
6632                   Qx                  Qx
6633                   Qx                  Qx
6634                   Qx                  Qx
6635                   Mx                  Mx
6636             Logbooks            Logbooks
6637             Logbooks            Logbooks
6638                   Qx                  Qx
6639                   Qx                  Qx
6640                   Qx                  Qx
6641             Logbooks            Logbooks
6642                   Qx                  Qx
6643                   Qx                  Qx
6644             Logbooks            Logbooks
6645             Logbooks            Logbooks
6646             Logbooks            Logbooks
6647                   Mx                  Mx
6648                   Qx                  Qx
6649                   Qx                  Qx
6650                   Qx                  Qx
6651                   Qx                  Qx
6652             Logbooks            Logbooks
6653              Quality             Quality
6654                   Qx                  Qx
6655                   Qx                  Qx
6656                   Mx                  Mx
6657                   Qx                  Qx
6658                   Qx                  Qx
6659             Logbooks            Logbooks
6660             Logbooks            Logbooks
6661             Logbooks            Logbooks
6662             Logbooks            Logbooks
6663                   Mx                  Mx
6664                   Qx                  Qx
6665              Quality             Quality
6666                   Qx                  Qx
6667                   Qx                  Qx
6668                   Qx                  Qx
6669                   Qx                  Qx
6670                   Qx                  Qx
6671                   Mx                  Mx
6672              Quality             Quality
6673                   Mx                  Mx
6674                   Qx                  Qx
6675                   Qx                  Qx
6676        Manufacturing       Manufacturing
6677                   Qx                  Qx
6678                   Qx                  Qx
6679                   Qx                  Qx
6680                   Qx                  Qx
6681                   Qx                  Qx
6682                   Qx                  Qx
6683                   Qx                  Qx
6684                   Qx                  Qx
6685                   Qx                  Qx
6686                   Mx                  Mx
6687                   Qx                  Qx
6688                   Qx                  Qx
6689                   Qx                  Qx
6690                   Qx                  Qx
6691                   Qx                  Qx
6692                   Qx                  Qx
6693                   Qx                  Qx
6694                   Qx                  Qx
6695              Quality             Quality
6696                   Mx                  Mx
6697                   Mx                  Mx
6698                   Qx                  Qx
6699                   Qx                  Qx
6700                   Qx                  Qx
6701        Manufacturing       Manufacturing
6702              Quality             Quality
6703                   Qx                  Qx
6704                   Qx                  Qx
6705             Low Info            Low Info
6706              Quality             Quality
6707                   Mx                  Mx
6708             Platform            Platform
6709                   Qx                  Qx
6710                   Mx                  Mx
6711                   Qx                  Qx
6712              Quality             Quality
6713              Quality             Quality
6714  Product Development Product Development
6715                   Qx                  Qx
6716             Low Info            Low Info
6717                   Mx                  Mx
6718                   Qx                  Qx
6719                   Qx                  Qx
6720                   Qx                  Qx
6721                   Qx                  Qx
6722                   Qx                  Qx
6723                   Mx                  Mx
6724                   Qx                  Qx
6725                   Qx                  Qx
6726              Quality             Quality
6727              Quality             Quality
6728                   Qx                  Qx
6729                   Qx                  Qx
6730                   Qx                  Qx
6731                   Qx                  Qx
6732              Quality             Quality
6733                   Qx                  Qx
6734                   Qx                  Qx
6735                   Qx                  Qx
6736             Low Info            Low Info
6737                   Qx                  Qx
6738  Product Development Product Development
6739                   Qx                  Qx
6740                   Qx                  Qx
6741                   Qx                  Qx
6742                   Mx                  Mx
6743                   Qx                  Qx
6744                   Mx                  Mx
6745                   Qx                  Qx
6746                   Mx                  Mx
6747             Low Info            Low Info
6748                   Qx                  Qx
6749                   Mx                  Mx
6750             Platform            Platform
6751                   Mx                  Mx
6752                   Mx                  Mx
6753                   Mx                  Mx
6754                   Qx                  Qx
6755                   Qx                  Qx
6756                   Qx                  Qx
6757                   Qx                  Qx
6758                   Qx                  Qx
6759              Quality             Quality
6760                   Qx                  Qx
6761                   Mx                  Mx
6762                   Mx                  Mx
6763                   Qx                  Qx
6764                   Qx                  Qx
6765                   Qx                  Qx
6766                   Qx                  Qx
6767                   Qx                  Qx
6768                   Qx                  Qx
6769                   Qx                  Qx
6770                   Qx                  Qx
6771                   Qx                  Qx
6772  Product Development Product Development
6773                   Qx                  Qx
6774                   Mx                  Mx
6775                   Mx                  Mx
6776                   Qx                  Qx
6777                   Qx                  Qx
6778                   Mx                  Mx
6779                   Qx                  Qx
6780                   Qx                  Qx
6781                   Qx                  Qx
6782                   Qx                  Qx
6783                   Qx                  Qx
6784                   Qx                  Qx
6785        Manufacturing       Manufacturing
6786                   Mx                  Mx
6787                   Mx                  Mx
6788                   Qx                  Qx
6789                   Qx                  Qx
6790                   Qx                  Qx
6791                   Qx                  Qx
6792                   Qx                  Qx
6793                   Mx                  Mx
6794                   Qx                  Qx
6795                   Qx                  Qx
6796                   Qx                  Qx
6797                   Qx                  Qx
6798                   Qx                  Qx
6799                   Qx                  Qx
6800              Quality             Quality
6801             Low Info            Low Info
6802                   Qx                  Qx
6803                   Qx                  Qx
6804              Quality             Quality
6805                   Qx                  Qx
6806                   Mx                  Mx
6807                   Qx                  Qx
6808                   Qx                  Qx
6809                   Qx                  Qx
6810                   Mx                  Mx
6811                   Mx                  Mx
6812                   Qx                  Qx
6813                   Qx                  Qx
6814                   Mx                  Mx
6815                   Mx                  Mx
6816                   Mx                  Mx
6817                   Mx                  Mx
6818             Low Info            Low Info
6819                   Qx                  Qx
6820                   Qx                  Qx
6821              Quality             Quality
6822                   Qx                  Qx
6823                   Mx                  Mx
6824                   Qx                  Qx
6825                   Qx                  Qx
6826                   Qx                  Qx
6827                   Qx                  Qx
6828             Logbooks            Logbooks
6829                   Qx                  Qx
6830              Quality             Quality
6831                   Mx                  Mx
6832                   Qx                  Qx
6833                   Qx                  Qx
6834                   Qx                  Qx
6835                   Qx                  Qx
6836                   Qx                  Qx
6837                   Qx                  Qx
6838                   Qx                  Qx
6839             Logbooks            Logbooks
6840                   Qx                  Qx
6841             Low Info            Low Info
6842                   Qx                  Qx
6843                   Mx                  Mx
6844             Logbooks            Logbooks
6845                   Qx                  Qx
6846          Post-Market         Post-Market
6847                   Qx                  Qx
6848              Quality             Quality
6849                   Qx                  Qx
6850                   Qx                  Qx
6851              Quality             Quality
6852                   Qx                  Qx
6853                   Qx                  Qx
6854                   Mx                  Mx
6855                   Qx                  Qx
6856                   Qx                  Qx
6857                   Qx                  Qx
6858              Quality             Quality
6859                   Qx                  Qx
6860        Manufacturing       Manufacturing
6861                   Mx                  Mx
6862                   Mx                  Mx
6863                   Qx                  Qx
6864                   Mx                  Mx
6865              Quality             Quality
6866                   Mx                  Mx
6867                   Qx                  Qx
6868        Manufacturing       Manufacturing
6869              Quality             Quality
6870                   Qx                  Qx
6871              Quality             Quality
6872                   Qx                  Qx
6873                   Qx                  Qx
6874        Manufacturing       Manufacturing
6875                   Qx                  Qx
6876                   Qx                  Qx
6877                   Qx                  Qx
6878                   Qx                  Qx
6879                   Qx                  Qx
6880                   Qx                  Qx
6881           Regulatory          Regulatory
6882                   Mx                  Mx
6883                   Mx                  Mx
6884                   Qx                  Qx
6885                   Mx                  Mx
6886                   Qx                  Qx
6887                   Qx                  Qx
6888                   Qx                  Qx
6889                   Qx                  Qx
6890                   Qx                  Qx
6891              Quality             Quality
6892                   Mx                  Mx
6893                   Qx                  Qx
6894                   Qx                  Qx
6895                   Qx                  Qx
6896             Low Info            Low Info
6897                   Qx                  Qx
6898                   Qx                  Qx
6899                   Qx                  Qx
6900                   Qx                  Qx
6901                   Qx                  Qx
6902                   Qx                  Qx
6903                   Qx                  Qx
6904                   Qx                  Qx
6905                   Qx                  Qx
6906                   Qx                  Qx
6907                   Qx                  Qx
6908                   Qx                  Qx
6909                   Qx                  Qx
6910                   Qx                  Qx
6911                   Qx                  Qx
6912                   Qx                  Qx
6913                   Qx                  Qx
6914                   Mx                  Mx
6915              Quality             Quality
6916              Quality             Quality
6917             Supplier            Supplier
6918                   Qx                  Qx
6919                   Qx                  Qx
6920                   Qx                  Qx
6921                   Qx                  Qx
6922                   Qx                  Qx
6923                   Qx                  Qx
6924             Platform            Platform
6925              Quality             Quality
6926             Platform            Platform
6927                   Qx                  Qx
6928                   Mx                  Mx
6929                   Qx                  Qx
6930                   Mx                  Mx
6931                   Qx                  Qx
6932                   Qx                  Qx
6933                   Mx                  Mx
6934                   Qx                  Qx
6935                   Mx                  Mx
6936                   Qx                  Qx
6937                   Mx                  Mx
6938                   Qx                  Qx
6939             Low Info            Low Info
6940                   Mx                  Mx
6941                   Qx                  Qx
6942             Supplier            Supplier
6943              Quality             Quality
6944                   Qx                  Qx
6945                   Qx                  Qx
6946              Quality             Quality
6947                   Qx                  Qx
6948                   Qx                  Qx
6949                   Qx                  Qx
6950                   Qx                  Qx
6951                   Qx                  Qx
6952                   Qx                  Qx
6953                   Qx                  Qx
6954                   Qx                  Qx
6955              Quality             Quality
6956                   Qx                  Qx
6957                   Qx                  Qx
6958                   Qx                  Qx
6959              Quality             Quality
6960                   Qx                  Qx
6961                   Qx                  Qx
6962                   Qx                  Qx
6963                   Qx                  Qx
6964                   Qx                  Qx
6965                   Qx                  Qx
6966             Low Info            Low Info
6967                   Qx                  Qx
6968                   Mx                  Mx
6969                   Qx                  Qx
6970             Low Info            Low Info
6971                   Mx                  Mx
6972                   Qx                  Qx
6973                   Qx                  Qx
6974                   Qx                  Qx
6975                   Qx                  Qx
6976              Quality             Quality
6977                   Qx                  Qx
6978                   Qx                  Qx
6979                   Qx                  Qx
6980                   Qx                  Qx
6981                   Mx                  Mx
6982             Supplier            Supplier
6983                   Qx                  Qx
6984                   Qx                  Qx
6985                   Qx                  Qx
6986                   Qx                  Qx
6987                   Qx                  Qx
6988                   Qx                  Qx
6989                   Qx                  Qx
6990                   Qx                  Qx
6991                   Mx                  Mx
6992                   Qx                  Qx
6993                   Qx                  Qx
6994                   Mx                  Mx
6995                   Qx                  Qx
6996                   Qx                  Qx
6997                   Mx                  Mx
6998        Manufacturing       Manufacturing
6999                   Qx                  Qx
7000                   Qx                  Qx
7001                   Qx                  Qx
7002                   Qx                  Qx
7003                   Qx                  Qx
7004                   Qx                  Qx
7005                   Mx                  Mx
7006                   Qx                  Qx
7007                   Qx                  Qx
7008                   Qx                  Qx
7009                   Mx                  Mx
7010              Quality             Quality
7011                   Qx                  Qx
7012                   Qx                  Qx
7013                   Qx                  Qx
7014                   Qx                  Qx
7015                   Qx                  Qx
7016                   Qx                  Qx
7017                   Mx                  Mx
7018                   Mx                  Mx
7019                   Qx                  Qx
7020                   Mx                  Mx
7021                   Qx                  Qx
7022                   Qx                  Qx
7023                   Qx                  Qx
7024        Manufacturing       Manufacturing
7025                   Qx                  Qx
7026                   Qx                  Qx
7027                   Qx                  Qx
7028        Manufacturing       Manufacturing
7029              Quality             Quality
7030                   Qx                  Qx
7031                   Qx                  Qx
7032                   Qx                  Qx
7033             Low Info            Low Info
7034                   Qx                  Qx
7035                   Qx                  Qx
7036              Quality             Quality
7037              Quality             Quality
7038                   Mx                  Mx
7039              Quality             Quality
7040                   Mx                  Mx
7041              Quality             Quality
7042                   Mx                  Mx
7043                   Mx                  Mx
7044                   Mx                  Mx
7045                   Mx                  Mx
7046                   Qx                  Qx
7047                   Qx                  Qx
7048        Manufacturing       Manufacturing
7049                   Qx                  Qx
7050              Quality             Quality
7051                   Qx                  Qx
7052                   Qx                  Qx
7053                   Qx                  Qx
7054        Manufacturing       Manufacturing
7055             Low Info            Low Info
7056                   Qx                  Qx
7057              Quality             Quality
7058                   Qx                  Qx
7059                   Qx                  Qx
7060                   Qx                  Qx
7061                   Qx                  Qx
7062                   Qx                  Qx
7063                   Qx                  Qx
7064             Low Info            Low Info
7065                   Mx                  Mx
7066                   Qx                  Qx
7067                   Qx                  Qx
7068                   Qx                  Qx
7069                   Qx                  Qx
7070                   Mx                  Mx
7071                   Qx                  Qx
7072                   Qx                  Qx
7073                   Qx                  Qx
7074                   Mx                  Mx
7075                   Mx                  Mx
7076                   Mx                  Mx
7077             Platform            Platform
7078             Platform            Platform
7079        Manufacturing       Manufacturing
7080                   Qx                  Qx
7081                   Qx                  Qx
7082                   Qx                  Qx
7083                   Qx                  Qx
7084              Quality             Quality
7085        Manufacturing       Manufacturing
7086  Product Development Product Development
7087              Quality             Quality
7088              Quality             Quality
7089             Platform            Platform
7090                   Qx                  Qx
7091              Quality             Quality
7092  Product Development Product Development
7093                   Mx                  Mx
7094                   Mx                  Mx
7095                   Qx                  Qx
7096                   Qx                  Qx
7097                   Qx                  Qx
7098              Quality             Quality
7099                   Qx                  Qx
7100                   Qx                  Qx
7101                   Qx                  Qx
7102                   Mx                  Mx
7103                   Qx                  Qx
7104                   Mx                  Mx
7105                   Qx                  Qx
7106             Low Info            Low Info
7107                   Qx                  Qx
7108                   Qx                  Qx
7109              Quality             Quality
7110                   Qx                  Qx
7111                   Qx                  Qx
7112                   Qx                  Qx
7113                   Qx                  Qx
7114                   Qx                  Qx
7115              Quality             Quality
7116                   Qx                  Qx
7117                   Qx                  Qx
7118                   Qx                  Qx
7119                   Qx                  Qx
7120                   Qx                  Qx
7121                   Mx                  Mx
7122                   Qx                  Qx
7123                   Qx                  Qx
7124              Quality             Quality
7125                   Qx                  Qx
7126                   Qx                  Qx
7127                   Qx                  Qx
7128             Low Info            Low Info
7129                   Qx                  Qx
7130                   Qx                  Qx
7131                   Qx                  Qx
7132                   Qx                  Qx
7133                   Qx                  Qx
7134        Manufacturing       Manufacturing
7135                   Qx                  Qx
7136                   Qx                  Qx
7137                   Qx                  Qx
7138                   Qx                  Qx
7139                   Qx                  Qx
7140                   Qx                  Qx
7141                   Qx                  Qx
7142                   Qx                  Qx
7143                   Mx                  Mx
7144                   Qx                  Qx
7145                   Mx                  Mx
7146                   Mx                  Mx
7147             Low Info            Low Info
7148             Clinical            Clinical
7149                   Mx                  Mx
7150                   Qx                  Qx
7151                   Qx                  Qx
7152                   Qx                  Qx
7153             Platform            Platform
7154                   Qx                  Qx
7155             Low Info            Low Info
7156                   Qx                  Qx
7157                   Qx                  Qx
7158                   Qx                  Qx
7159  Product Development Product Development
7160             Low Info            Low Info
7161                   Qx                  Qx
7162                   Mx                  Mx
7163                   Qx                  Qx
7164                   Qx                  Qx
7165             Low Info            Low Info
7166                   Qx                  Qx
7167                   Qx                  Qx
7168                   Qx                  Qx
7169                   Qx                  Qx
7170                   Qx                  Qx
7171                   Mx                  Mx
7172                   Qx                  Qx
7173              Quality             Quality
7174                   Mx                  Mx
7175                   Qx                  Qx
7176                   Qx                  Qx
7177              Quality             Quality
7178                   Qx                  Qx
7179                   Mx                  Mx
7180                   Qx                  Qx
7181                   Qx                  Qx
7182                   Qx                  Qx
7183                   Qx                  Qx
7184              Quality             Quality
7185              Quality             Quality
7186                   Mx                  Mx
7187             Logbooks            Logbooks
7188             Logbooks            Logbooks
7189                   Qx                  Qx
7190                   Qx                  Qx
7191             Logbooks            Logbooks
7192             Logbooks            Logbooks
7193                   Qx                  Qx
7194                   Qx                  Qx
7195                   Qx                  Qx
7196                   Mx                  Mx
7197                   Mx                  Mx
7198                   Mx                  Mx
7199                   Qx                  Qx
7200                   Qx                  Qx
7201                   Qx                  Qx
7202                   Qx                  Qx
7203                   Qx                  Qx
7204                   Qx                  Qx
7205                   Mx                  Mx
7206                   Qx                  Qx
7207                   Mx                  Mx
7208              Quality             Quality
7209                   Qx                  Qx
7210                   Mx                  Mx
7211                   Qx                  Qx
7212                   Mx                  Mx
7213                   Qx                  Qx
7214                   Qx                  Qx
7215                   Qx                  Qx
7216              Quality             Quality
7217              Quality             Quality
7218                   Qx                  Qx
7219                   Qx                  Qx
7220                   Qx                  Qx
7221                   Qx                  Qx
7222                   Qx                  Qx
7223                   Qx                  Qx
7224                   Qx                  Qx
7225                   Qx                  Qx
7226                   Qx                  Qx
7227              Quality             Quality
7228                   Mx                  Mx
7229                   Qx                  Qx
7230                   Qx                  Qx
7231                   Qx                  Qx
7232           Regulatory          Regulatory
7233                   Mx                  Mx
7234              Quality             Quality
7235                   Qx                  Qx
7236             Low Info            Low Info
7237                   Qx                  Qx
7238                   Qx                  Qx
7239                   Qx                  Qx
7240                   Qx                  Qx
7241                   Qx                  Qx
7242                   Qx                  Qx
7243                   Qx                  Qx
7244                   Qx                  Qx
7245                   Qx                  Qx
7246                   Qx                  Qx
7247                   Qx                  Qx
7248        Manufacturing       Manufacturing
7249              Quality             Quality
7250                   Qx                  Qx
7251                   Qx                  Qx
7252                   Mx                  Mx
7253                   Qx                  Qx
7254              Quality             Quality
7255                   Qx                  Qx
7256                   Mx                  Mx
7257                   Qx                  Qx
7258                   Qx                  Qx
7259                   Qx                  Qx
7260                   Qx                  Qx
7261                   Mx                  Mx
7262             Logbooks            Logbooks
7263                   Qx                  Qx
7264                   Qx                  Qx
7265                   Mx                  Mx
7266                   Qx                  Qx
7267                   Mx                  Mx
7268              Quality             Quality
7269             Low Info            Low Info
7270              Quality             Quality
7271                   Mx                  Mx
7272                   Qx                  Qx
7273                   Qx                  Qx
7274                   Qx                  Qx
7275                   Qx                  Qx
7276              Quality             Quality
7277                   Qx                  Qx
7278                   Qx                  Qx
7279              Quality             Quality
7280              Quality             Quality
7281                   Qx                  Qx
7282                   Qx                  Qx
7283                   Qx                  Qx
7284                   Qx                  Qx
7285                   Qx                  Qx
7286           Regulatory          Regulatory
7287                   Qx                  Qx
7288                   Qx                  Qx
7289                   Qx                  Qx
7290                   Qx                  Qx
7291                   Qx                  Qx
7292                   Mx                  Mx
7293                   Qx                  Qx
7294                   Qx                  Qx
7295                   Qx                  Qx
7296                   Qx                  Qx
7297                   Qx                  Qx
7298                   Qx                  Qx
7299                   Qx                  Qx
7300                   Qx                  Qx
7301                   Qx                  Qx
7302                   Qx                  Qx
7303                   Qx                  Qx
7304              Quality             Quality
7305             Low Info            Low Info
7306                   Qx                  Qx
7307                   Mx                  Mx
7308                   Mx                  Mx
7309             Supplier            Supplier
7310                   Mx                  Mx
7311                   Mx                  Mx
7312                   Mx                  Mx
7313                   Mx                  Mx
7314                   Mx                  Mx
7315                   Mx                  Mx
7316                   Qx                  Qx
7317                   Qx                  Qx
7318              Quality             Quality
7319                   Qx                  Qx
7320                   Qx                  Qx
7321                   Qx                  Qx
7322                   Qx                  Qx
7323                   Qx                  Qx
7324        Manufacturing       Manufacturing
7325        Manufacturing       Manufacturing
7326                   Mx                  Mx
7327             Supplier            Supplier
7328                   Mx                  Mx
7329                   Mx                  Mx
7330                   Mx                  Mx
7331              Quality             Quality
7332                   Qx                  Qx
7333                   Mx                  Mx
7334                   Qx                  Qx
7335                   Qx                  Qx
7336        Manufacturing       Manufacturing
7337                   Mx                  Mx
7338                   Qx                  Qx
7339                   Qx                  Qx
7340                   Qx                  Qx
7341                   Qx                  Qx
7342                   Qx                  Qx
7343                   Qx                  Qx
7344                   Qx                  Qx
7345                   Qx                  Qx
7346                   Qx                  Qx
7347                   Qx                  Qx
7348                   Qx                  Qx
7349                   Qx                  Qx
7350                   Mx                  Mx
7351                   Qx                  Qx
7352                   Qx                  Qx
7353                   Qx                  Qx
7354                   Qx                  Qx
7355                   Qx                  Qx
7356                   Qx                  Qx
7357                   Qx                  Qx
7358                   Qx                  Qx
7359                   Qx                  Qx
7360                   Mx                  Mx
7361                   Qx                  Qx
7362              Quality             Quality
7363                   Qx                  Qx
7364                   Qx                  Qx
7365                   Mx                  Mx
7366                   Mx                  Mx
7367                   Mx                  Mx
7368                   Mx                  Mx
7369                   Qx                  Qx
7370              Quality             Quality
7371                   Qx                  Qx
7372              Quality             Quality
7373                   Qx                  Qx
7374                   Mx                  Mx
7375                   Qx                  Qx
7376                   Qx                  Qx
7377                   Mx                  Mx
7378              Quality             Quality
7379                   Qx                  Qx
7380                   Qx                  Qx
7381                   Qx                  Qx
7382                   Qx                  Qx
7383                   Mx                  Mx
7384                   Qx                  Qx
7385                   Qx                  Qx
7386                   Mx                  Mx
7387                   Qx                  Qx
7388                   Qx                  Qx
7389              Quality             Quality
7390                   Qx                  Qx
7391                   Qx                  Qx
7392                   Qx                  Qx
7393                   Qx                  Qx
7394                   Qx                  Qx
7395                   Qx                  Qx
7396                   Qx                  Qx
7397                   Qx                  Qx
7398                   Mx                  Mx
7399                   Qx                  Qx
7400             Logbooks            Logbooks
7401                   Qx                  Qx
7402                   Qx                  Qx
7403              Quality             Quality
7404                   Qx                  Qx
7405                   Qx                  Qx
7406                   Qx                  Qx
7407              Quality             Quality
7408              Quality             Quality
7409                   Mx                  Mx
7410                   Mx                  Mx
7411                   Qx                  Qx
7412                   Mx                  Mx
7413                   Qx                  Qx
7414                   Qx                  Qx
7415                   Qx                  Qx
7416                   Qx                  Qx
7417             Low Info            Low Info
7418        Manufacturing       Manufacturing
7419                   Qx                  Qx
7420                   Qx                  Qx
7421                   Mx                  Mx
7422                   Qx                  Qx
7423             Low Info            Low Info
7424                   Qx                  Qx
7425                   Mx                  Mx
7426                   Qx                  Qx
7427                   Qx                  Qx
7428                   Qx                  Qx
7429                   Qx                  Qx
7430                   Qx                  Qx
7431              Quality             Quality
7432                   Qx                  Qx
7433                   Qx                  Qx
7434                   Qx                  Qx
7435                   Qx                  Qx
7436                   Mx                  Mx
7437  Product Development Product Development
7438             Low Info            Low Info
7439             Low Info            Low Info
7440                   Mx                  Mx
7441                   Qx                  Qx
7442                   Qx                  Qx
7443                   Qx                  Qx
7444                   Qx                  Qx
7445                   Qx                  Qx
7446                   Qx                  Qx
7447                   Qx                  Qx
7448                   Qx                  Qx
7449                   Qx                  Qx
7450              Quality             Quality
7451                   Mx                  Mx
7452                   Qx                  Qx
7453             Low Info            Low Info
7454                   Qx                  Qx
7455              Quality             Quality
7456                   Qx                  Qx
7457                   Qx                  Qx
7458                   Mx                  Mx
7459                   Qx                  Qx
7460                   Qx                  Qx
7461                   Mx                  Mx
7462                   Qx                  Qx
7463                   Qx                  Qx
7464             Low Info            Low Info
7465                   Mx                  Mx
7466                   Qx                  Qx
7467                   Qx                  Qx
7468                   Qx                  Qx
7469                   Qx                  Qx
7470                   Qx                  Qx
7471        Manufacturing       Manufacturing
7472                   Mx                  Mx
7473                   Qx                  Qx
7474                   Mx                  Mx
7475                   Qx                  Qx
7476                   Qx                  Qx
7477                   Qx                  Qx
7478                   Qx                  Qx
7479                   Qx                  Qx
7480              Quality             Quality
7481              Quality             Quality
7482             Low Info            Low Info
7483                   Mx                  Mx
7484                   Qx                  Qx
7485                   Qx                  Qx
7486                   Mx                  Mx
7487                   Qx                  Qx
7488                   Qx                  Qx
7489             Low Info            Low Info
7490             Low Info            Low Info
7491                   Qx                  Qx
7492                   Mx                  Mx
7493                   Mx                  Mx
7494                   Qx                  Qx
7495                   Qx                  Qx
7496        Manufacturing       Manufacturing
7497                   Qx                  Qx
7498                   Mx                  Mx
7499                   Qx                  Qx
7500                   Qx                  Qx
7501                   Qx                  Qx
7502             Logbooks            Logbooks
7503                   Qx                  Qx
7504              Quality             Quality
7505                   Qx                  Qx
7506                   Qx                  Qx
7507             Logbooks            Logbooks
7508                   Mx                  Mx
7509                   Qx                  Qx
7510             Logbooks            Logbooks
7511              Quality             Quality
7512                   Qx                  Qx
7513              Quality             Quality
7514                   Qx                  Qx
7515                   Qx                  Qx
7516                   Qx                  Qx
7517                   Qx                  Qx
7518        Manufacturing       Manufacturing
7519                   Mx                  Mx
7520                   Qx                  Qx
7521                   Qx                  Qx
7522                   Qx                  Qx
7523                   Qx                  Qx
7524                   Qx                  Qx
7525                   Qx                  Qx
7526                   Qx                  Qx
7527                   Mx                  Mx
7528                   Mx                  Mx
7529              Quality             Quality
7530                   Qx                  Qx
7531                   Qx                  Qx
7532                   Qx                  Qx
7533                   Qx                  Qx
7534                   Qx                  Qx
7535                   Qx                  Qx
7536                   Qx                  Qx
7537              Quality             Quality
7538           Regulatory          Regulatory
7539                   Qx                  Qx
7540                   Qx                  Qx
7541             Logbooks            Logbooks
7542             Logbooks            Logbooks
7543        Manufacturing       Manufacturing
7544                   Qx                  Qx
7545        Manufacturing       Manufacturing
7546                   Qx                  Qx
7547                   Qx                  Qx
7548                   Qx                  Qx
7549                   Qx                  Qx
7550             Low Info            Low Info
7551                   Qx                  Qx
7552                   Qx                  Qx
7553                   Qx                  Qx
7554                   Qx                  Qx
7555                   Qx                  Qx
7556                   Qx                  Qx
7557             Platform            Platform
7558                   Qx                  Qx
7559  Product Development Product Development
7560                   Qx                  Qx
7561        Manufacturing       Manufacturing
7562                   Qx                  Qx
7563              Quality             Quality
7564                   Qx                  Qx
7565                   Qx                  Qx
7566                   Qx                  Qx
7567              Quality             Quality
7568                   Qx                  Qx
7569             Logbooks            Logbooks
7570                   Mx                  Mx
7571             Clinical            Clinical
7572                   Mx                  Mx
7573                   Qx                  Qx
7574                   Qx                  Qx
7575                   Mx                  Mx
7576             Clinical            Clinical
7577                   Qx                  Qx
7578                   Mx                  Mx
7579                   Qx                  Qx
7580                   Qx                  Qx
7581                   Qx                  Qx
7582                   Qx                  Qx
7583                   Mx                  Mx
7584                   Qx                  Qx
7585                   Mx                  Mx
7586                   Mx                  Mx
7587                   Mx                  Mx
7588                   Qx                  Qx
7589                   Qx                  Qx
7590             Logbooks            Logbooks
7591                   Qx                  Qx
7592                   Mx                  Mx
7593                   Qx                  Qx
7594                   Mx                  Mx
7595                   Qx                  Qx
7596                   Qx                  Qx
7597                   Qx                  Qx
7598                   Qx                  Qx
7599                   Qx                  Qx
7600                   Qx                  Qx
7601                   Qx                  Qx
7602                   Qx                  Qx
7603                   Qx                  Qx
7604                   Qx                  Qx
7605                   Qx                  Qx
7606                   Qx                  Qx
7607                   Qx                  Qx
7608                   Qx                  Qx
7609                   Qx                  Qx
7610             Low Info            Low Info
7611             Low Info            Low Info
7612                   Qx                  Qx
7613                   Mx                  Mx
7614                   Mx                  Mx
7615                   Mx                  Mx
7616             Platform            Platform
7617                   Qx                  Qx
7618             Low Info            Low Info
7619                   Mx                  Mx
7620              Quality             Quality
7621             Low Info            Low Info
7622              Quality             Quality
7623                   Mx                  Mx
7624              Quality             Quality
7625                   Mx                  Mx
7626                   Qx                  Qx
7627              Quality             Quality
7628                   Qx                  Qx
7629             Low Info            Low Info
7630                   Qx                  Qx
7631                   Qx                  Qx
7632                   Qx                  Qx
7633                   Qx                  Qx
7634                   Mx                  Mx
7635                   Qx                  Qx
7636                   Mx                  Mx
7637                   Qx                  Qx
7638                   Qx                  Qx
7639                   Qx                  Qx
7640                   Mx                  Mx
7641                   Qx                  Qx
7642                   Qx                  Qx
7643                   Qx                  Qx
7644                   Qx                  Qx
7645                   Qx                  Qx
7646                   Qx                  Qx
7647                   Qx                  Qx
7648                   Qx                  Qx
7649              Quality             Quality
7650              Quality             Quality
7651             Logbooks            Logbooks
7652                   Qx                  Qx
7653                   Qx                  Qx
7654             Low Info            Low Info
7655                   Mx                  Mx
7656              Quality             Quality
7657                   Qx                  Qx
7658                   Qx                  Qx
7659                   Qx                  Qx
7660                   Qx                  Qx
7661                   Qx                  Qx
7662                   Qx                  Qx
7663              Quality             Quality
7664                   Qx                  Qx
7665              Quality             Quality
7666                   Qx                  Qx
7667                   Qx                  Qx
7668                   Qx                  Qx
7669              Quality             Quality
7670             Low Info            Low Info
7671                   Qx                  Qx
7672                   Qx                  Qx
7673                   Qx                  Qx
7674              Quality             Quality
7675             Low Info            Low Info
7676                   Qx                  Qx
7677                   Qx                  Qx
7678              Quality             Quality
7679                   Qx                  Qx
7680                   Qx                  Qx
7681                   Mx                  Mx
7682                   Qx                  Qx
7683                   Qx                  Qx
7684             Low Info            Low Info
7685                   Qx                  Qx
7686                   Qx                  Qx
7687          Post-Market         Post-Market
7688                   Qx                  Qx
7689                   Qx                  Qx
7690                   Qx                  Qx
7691        Manufacturing       Manufacturing
7692                   Qx                  Qx
7693                   Mx                  Mx
7694                   Qx                  Qx
7695                   Qx                  Qx
7696        Manufacturing       Manufacturing
7697        Manufacturing       Manufacturing
7698                   Qx                  Qx
7699                   Qx                  Qx
7700              Quality             Quality
7701              Quality             Quality
7702                   Qx                  Qx
7703                   Qx                  Qx
7704        Manufacturing       Manufacturing
7705                   Qx                  Qx
7706                   Qx                  Qx
7707             Low Info            Low Info
7708              Quality             Quality
7709                   Qx                  Qx
7710                   Mx                  Mx
7711                   Qx                  Qx
7712                   Qx                  Qx
7713              Quality             Quality
7714                   Qx                  Qx
7715              Quality             Quality
7716                   Qx                  Qx
7717                   Qx                  Qx
7718                   Qx                  Qx
7719             Low Info            Low Info
7720                   Mx                  Mx
7721              Quality             Quality
7722             Low Info            Low Info
7723                   Qx                  Qx
7724              Quality             Quality
7725              Quality             Quality
7726                   Mx                  Mx
7727                   Qx                  Qx
7728                   Qx                  Qx
7729                   Qx                  Qx
7730                   Qx                  Qx
7731                   Qx                  Qx
7732                   Qx                  Qx
7733              Quality             Quality
7734           Regulatory          Regulatory
7735              Quality             Quality
7736                   Qx                  Qx
7737              Quality             Quality
7738                   Qx                  Qx
7739                   Qx                  Qx
7740                   Mx                  Mx
7741                   Mx                  Mx
7742             Low Info            Low Info
7743                   Qx                  Qx
7744                   Qx                  Qx
7745                   Mx                  Mx
7746                   Qx                  Qx
7747                   Qx                  Qx
7748                   Qx                  Qx
7749                   Qx                  Qx
7750             Logbooks            Logbooks
7751             Logbooks            Logbooks
7752                   Qx                  Qx
7753                   Qx                  Qx
7754                   Qx                  Qx
7755                   Qx                  Qx
7756                   Qx                  Qx
7757                   Qx                  Qx
7758             Platform            Platform
7759                   Qx                  Qx
7760              Quality             Quality
7761             Low Info            Low Info
7762                   Mx                  Mx
7763                   Mx                  Mx
7764             Low Info            Low Info
7765              Quality             Quality
7766                   Qx                  Qx
7767                   Qx                  Qx
7768                   Qx                  Qx
7769                   Qx                  Qx
7770                   Mx                  Mx
7771                   Qx                  Qx
7772                   Qx                  Qx
7773                   Qx                  Qx
7774                   Qx                  Qx
7775             Low Info            Low Info
7776                   Qx                  Qx
7777                   Mx                  Mx
7778                   Qx                  Qx
7779                   Qx                  Qx
7780                   Qx                  Qx
7781                   Qx                  Qx
7782                   Qx                  Qx
7783                   Qx                  Qx
7784                   Qx                  Qx
7785                   Qx                  Qx
7786                   Qx                  Qx
7787                   Qx                  Qx
7788                   Qx                  Qx
7789              Quality             Quality
7790                   Qx                  Qx
7791                   Qx                  Qx
7792                   Mx                  Mx
7793                   Qx                  Qx
7794                   Qx                  Qx
7795                   Mx                  Mx
7796                   Qx                  Qx
7797                   Qx                  Qx
7798                   Qx                  Qx
7799                   Qx                  Qx
7800                   Qx                  Qx
7801                   Qx                  Qx
7802                   Qx                  Qx
7803                   Qx                  Qx
7804                   Qx                  Qx
7805                   Qx                  Qx
7806                   Qx                  Qx
7807             Logbooks            Logbooks
7808           Regulatory          Regulatory
7809                   Qx                  Qx
7810             Clinical            Clinical
7811                   Qx                  Qx
7812              Quality             Quality
7813                   Mx                  Mx
7814                   Qx                  Qx
7815                   Qx                  Qx
7816             Platform            Platform
7817                   Qx                  Qx
7818                   Qx                  Qx
7819                   Qx                  Qx
7820                   Qx                  Qx
7821                   Qx                  Qx
7822                   Qx                  Qx
7823                   Qx                  Qx
7824                   Qx                  Qx
7825                   Mx                  Mx
7826                   Mx                  Mx
7827                   Qx                  Qx
7828                   Qx                  Qx
7829                   Qx                  Qx
7830                   Qx                  Qx
7831                   Mx                  Mx
7832              Quality             Quality
7833                   Qx                  Qx
7834                   Qx                  Qx
7835                   Qx                  Qx
7836             Logbooks            Logbooks
7837                   Mx                  Mx
7838             Logbooks            Logbooks
7839                   Mx                  Mx
7840                   Qx                  Qx
7841                   Mx                  Mx
7842                   Qx                  Qx
7843                   Mx                  Mx
7844                   Mx                  Mx
7845              Quality             Quality
7846              Quality             Quality
7847                   Qx                  Qx
7848                   Qx                  Qx
7849              Quality             Quality
7850                   Qx                  Qx
7851                   Mx                  Mx
7852                   Qx                  Qx
7853                   Mx                  Mx
7854                   Mx                  Mx
7855                   Qx                  Qx
7856                   Qx                  Qx
7857                   Qx                  Qx
7858                   Qx                  Qx
7859              Quality             Quality
7860        Manufacturing       Manufacturing
7861                   Mx                  Mx
7862              Quality             Quality
7863             Platform            Platform
7864                   Qx                  Qx
7865                   Qx                  Qx
7866                   Qx                  Qx
7867              Quality             Quality
7868             Low Info            Low Info
7869              Quality             Quality
7870                   Mx                  Mx
7871                   Qx                  Qx
7872                   Qx                  Qx
7873                   Qx                  Qx
7874                   Mx                  Mx
7875                   Qx                  Qx
7876                   Mx                  Mx
7877             Low Info            Low Info
7878             Low Info            Low Info
7879                   Qx                  Qx
7880                   Qx                  Qx
7881                   Qx                  Qx
7882             Platform            Platform
7883                   Qx                  Qx
7884             Platform            Platform
7885                   Qx                  Qx
7886                   Qx                  Qx
7887                   Qx                  Qx
7888              Quality             Quality
7889             Logbooks            Logbooks
7890                   Qx                  Qx
7891                   Qx                  Qx
7892             Platform            Platform
7893                   Mx                  Mx
7894                   Qx                  Qx
7895                   Qx                  Qx
7896                   Qx                  Qx
7897                   Qx                  Qx
7898                   Qx                  Qx
7899             Logbooks            Logbooks
7900                   Qx                  Qx
7901             Supplier            Supplier
7902                   Qx                  Qx
7903                   Mx                  Mx
7904                   Qx                  Qx
7905                   Qx                  Qx
7906        Manufacturing       Manufacturing
7907              Quality             Quality
7908                   Qx                  Qx
7909                   Qx                  Qx
7910                   Qx                  Qx
7911                   Qx                  Qx
7912             Supplier            Supplier
7913              Quality             Quality
7914                   Mx                  Mx
7915                   Mx                  Mx
7916                   Qx                  Qx
7917                   Qx                  Qx
7918                   Mx                  Mx
7919        Manufacturing       Manufacturing
7920                   Mx                  Mx
7921                   Qx                  Qx
7922                   Qx                  Qx
7923                   Qx                  Qx
7924                   Qx                  Qx
7925             Low Info            Low Info
7926                   Qx                  Qx
7927                   Qx                  Qx
7928                   Qx                  Qx
7929                   Qx                  Qx
7930                   Mx                  Mx
7931                   Mx                  Mx
7932                   Qx                  Qx
7933             Platform            Platform
7934                   Qx                  Qx
7935                   Qx                  Qx
7936                   Mx                  Mx
7937                   Mx                  Mx
7938              Quality             Quality
7939             Low Info            Low Info
7940                   Qx                  Qx
7941                   Qx                  Qx
7942                   Qx                  Qx
7943                   Qx                  Qx
7944              Quality             Quality
7945                   Qx                  Qx
7946                   Mx                  Mx
7947                   Mx                  Mx
7948        Manufacturing       Manufacturing
7949                   Qx                  Qx
7950                   Qx                  Qx
7951                   Mx                  Mx
7952        Manufacturing       Manufacturing
7953                   Qx                  Qx
7954                   Qx                  Qx
7955                   Mx                  Mx
7956             Logbooks            Logbooks
7957                   Qx                  Qx
7958                   Qx                  Qx
7959                   Qx                  Qx
7960              Quality             Quality
7961                   Qx                  Qx
7962                   Qx                  Qx
7963                   Qx                  Qx
7964                   Qx                  Qx
7965                   Qx                  Qx
7966                   Qx                  Qx
7967                   Qx                  Qx
7968                   Qx                  Qx
7969              Quality             Quality
7970                   Mx                  Mx
7971                   Mx                  Mx
7972                   Qx                  Qx
7973                   Qx                  Qx
7974                   Qx                  Qx
7975  Product Development Product Development
7976                   Mx                  Mx
7977                   Qx                  Qx
7978              Quality             Quality
7979                   Mx                  Mx
7980                   Mx                  Mx
7981                   Qx                  Qx
7982                   Qx                  Qx
7983                   Mx                  Mx
7984                   Qx                  Qx
7985             Logbooks            Logbooks
7986                   Qx                  Qx
7987                   Qx                  Qx
7988                   Qx                  Qx
7989             Logbooks            Logbooks
7990                   Qx                  Qx
7991                   Qx                  Qx
7992                   Mx                  Mx
7993                   Qx                  Qx
7994                   Qx                  Qx
7995                   Qx                  Qx
7996                   Qx                  Qx
7997                   Qx                  Qx
7998                   Qx                  Qx
7999                   Qx                  Qx
8000             Platform            Platform
8001                   Qx                  Qx
8002                   Qx                  Qx
8003                   Mx                  Mx
8004             Low Info            Low Info
8005                   Qx                  Qx
8006              Quality             Quality
8007                   Qx                  Qx
8008             Platform            Platform
8009                   Qx                  Qx
8010                   Qx                  Qx
8011              Quality             Quality
8012                   Qx                  Qx
8013                   Qx                  Qx
8014                   Qx                  Qx
8015                   Qx                  Qx
8016                   Qx                  Qx
8017                   Qx                  Qx
8018              Quality             Quality
8019                   Qx                  Qx
8020                   Qx                  Qx
8021                   Qx                  Qx
8022                   Qx                  Qx
8023        Manufacturing       Manufacturing
8024                   Qx                  Qx
8025        Manufacturing       Manufacturing
8026                   Qx                  Qx
8027                   Qx                  Qx
8028                   Qx                  Qx
8029                   Qx                  Qx
8030                   Qx                  Qx
8031                   Mx                  Mx
8032                   Qx                  Qx
8033                   Qx                  Qx
8034                   Qx                  Qx
8035                   Qx                  Qx
8036                   Mx                  Mx
8037                   Mx                  Mx
8038                   Qx                  Qx
8039              Quality             Quality
8040                   Qx                  Qx
8041                   Qx                  Qx
8042                   Qx                  Qx
8043                   Qx                  Qx
8044                   Qx                  Qx
8045                   Qx                  Qx
8046                   Mx                  Mx
8047                   Qx                  Qx
8048                   Qx                  Qx
8049             Clinical            Clinical
8050                   Mx                  Mx
8051                   Qx                  Qx
8052                   Qx                  Qx
8053                   Qx                  Qx
8054                   Qx                  Qx
8055                   Qx                  Qx
8056                   Mx                  Mx
8057                   Qx                  Qx
8058                   Mx                  Mx
8059                   Mx                  Mx
8060                   Mx                  Mx
8061                   Mx                  Mx
8062                   Qx                  Qx
8063                   Qx                  Qx
8064                   Qx                  Qx
8065                   Mx                  Mx
8066                   Qx                  Qx
8067                   Mx                  Mx
8068                   Qx                  Qx
8069                   Qx                  Qx
8070                   Mx                  Mx
8071                   Qx                  Qx
8072                   Qx                  Qx
8073                   Qx                  Qx
8074              Quality             Quality
8075                   Qx                  Qx
8076                   Mx                  Mx
8077              Quality             Quality
8078                   Mx                  Mx
8079             Low Info            Low Info
8080                   Qx                  Qx
8081                   Qx                  Qx
8082                   Qx                  Qx
8083                   Qx                  Qx
8084             Low Info            Low Info
8085                   Qx                  Qx
8086             Platform            Platform
8087             Low Info            Low Info
8088                   Qx                  Qx
8089                   Mx                  Mx
8090                   Mx                  Mx
8091                   Mx                  Mx
8092                   Qx                  Qx
8093        Manufacturing       Manufacturing
8094                   Mx                  Mx
8095          Post-Market         Post-Market
8096                   Qx                  Qx
8097        Manufacturing       Manufacturing
8098                   Mx                  Mx
8099                   Mx                  Mx
8100                   Qx                  Qx
8101                   Mx                  Mx
8102           Regulatory          Regulatory
8103              Quality             Quality
8104                   Qx                  Qx
8105                   Qx                  Qx
8106                   Qx                  Qx
8107                   Qx                  Qx
8108                   Qx                  Qx
8109                   Mx                  Mx
8110                   Qx                  Qx
8111                   Qx                  Qx
8112                   Qx                  Qx
8113                   Qx                  Qx
8114                   Qx                  Qx
8115                   Qx                  Qx
8116                   Qx                  Qx
8117                   Mx                  Mx
8118                   Qx                  Qx
8119        Manufacturing       Manufacturing
8120                   Mx                  Mx
8121                   Qx                  Qx
8122                   Qx                  Qx
8123                   Mx                  Mx
8124                   Mx                  Mx
8125                   Qx                  Qx
8126                   Qx                  Qx
8127                   Mx                  Mx
8128  Product Development Product Development
8129              Quality             Quality
8130                   Qx                  Qx
8131                   Qx                  Qx
8132                   Qx                  Qx
8133             Clinical            Clinical
8134                   Qx                  Qx
8135                   Qx                  Qx
8136                   Qx                  Qx
8137                   Qx                  Qx
8138                   Qx                  Qx
8139                   Qx                  Qx
8140                   Qx                  Qx
8141                   Qx                  Qx
8142                   Mx                  Mx
8143                   Qx                  Qx
8144                   Qx                  Qx
8145                   Qx                  Qx
8146                   Qx                  Qx
8147                   Mx                  Mx
8148                   Qx                  Qx
8149                   Qx                  Qx
8150                   Qx                  Qx
8151                   Mx                  Mx
8152                   Qx                  Qx
8153                   Qx                  Qx
8154                   Qx                  Qx
8155                   Qx                  Qx
8156                   Qx                  Qx
8157                   Qx                  Qx
8158                   Qx                  Qx
8159                   Qx                  Qx
8160                   Qx                  Qx
8161                   Qx                  Qx
8162             Low Info            Low Info
8163                   Qx                  Qx
8164                   Qx                  Qx
8165        Manufacturing       Manufacturing
8166              Quality             Quality
8167                   Qx                  Qx
8168                   Mx                  Mx
8169                   Qx                  Qx
8170                   Mx                  Mx
8171                   Qx                  Qx
8172                   Qx                  Qx
8173                   Qx                  Qx
8174                   Mx                  Mx
8175                   Qx                  Qx
8176                   Qx                  Qx
8177                   Qx                  Qx
8178                   Mx                  Mx
8179                   Qx                  Qx
8180                   Mx                  Mx
8181                   Qx                  Qx
8182                   Qx                  Qx
8183                   Qx                  Qx
8184                   Qx                  Qx
8185                   Mx                  Mx
8186                   Qx                  Qx
8187                   Qx                  Qx
8188                   Qx                  Qx
8189                   Qx                  Qx
8190                   Mx                  Mx
8191                   Mx                  Mx
8192                   Mx                  Mx
8193                   Qx                  Qx
8194                   Qx                  Qx
8195                   Qx                  Qx
8196                   Qx                  Qx
8197                   Qx                  Qx
8198                   Qx                  Qx
8199                   Qx                  Qx
8200                   Qx                  Qx
8201              Quality             Quality
8202                   Mx                  Mx
8203                   Qx                  Qx
8204                   Qx                  Qx
8205              Quality             Quality
8206                   Mx                  Mx
8207              Quality             Quality
8208                   Qx                  Qx
8209                   Qx                  Qx
8210             Logbooks            Logbooks
8211                   Qx                  Qx
8212             Logbooks            Logbooks
8213                   Mx                  Mx
8214                   Qx                  Qx
8215             Supplier            Supplier
8216                   Qx                  Qx
8217                   Qx                  Qx
8218                   Qx                  Qx
8219                   Mx                  Mx
8220                   Qx                  Qx
8221                   Qx                  Qx
8222             Logbooks            Logbooks
8223                   Qx                  Qx
8224                   Qx                  Qx
8225                   Qx                  Qx
8226             Low Info            Low Info
8227                   Qx                  Qx
8228                   Qx                  Qx
8229                   Mx                  Mx
8230             Low Info            Low Info
8231                   Qx                  Qx
8232                   Qx                  Qx
8233                   Mx                  Mx
8234                   Qx                  Qx
8235                   Qx                  Qx
8236                   Qx                  Qx
8237                   Qx                  Qx
8238                   Qx                  Qx
8239                   Mx                  Mx
8240                   Mx                  Mx
8241                   Mx                  Mx
8242                   Qx                  Qx
8243              Quality             Quality
8244             Logbooks            Logbooks
8245                   Qx                  Qx
8246                   Qx                  Qx
8247                   Mx                  Mx
8248                   Qx                  Qx
8249                   Qx                  Qx
8250                   Qx                  Qx
8251                   Qx                  Qx
8252                   Qx                  Qx
8253                   Qx                  Qx
8254                   Qx                  Qx
8255              Quality             Quality
8256                   Qx                  Qx
8257                   Mx                  Mx
8258                   Qx                  Qx
8259             Platform            Platform
8260              Quality             Quality
8261                   Qx                  Qx
8262                   Mx                  Mx
8263                   Qx                  Qx
8264                   Mx                  Mx
8265                   Qx                  Qx
8266                   Qx                  Qx
8267                   Qx                  Qx
8268                   Qx                  Qx
8269                   Qx                  Qx
8270                   Qx                  Qx
8271                   Qx                  Qx
8272                   Qx                  Qx
8273                   Qx                  Qx
8274                   Qx                  Qx
8275                   Qx                  Qx
8276                   Mx                  Mx
8277                   Mx                  Mx
8278                   Qx                  Qx
8279                   Qx                  Qx
8280                   Qx                  Qx
8281                   Qx                  Qx
8282                   Qx                  Qx
8283             Low Info            Low Info
8284                   Mx                  Mx
8285                   Qx                  Qx
8286                   Qx                  Qx
8287                   Mx                  Mx
8288                   Qx                  Qx
8289                   Qx                  Qx
8290             Low Info            Low Info
8291              Quality             Quality
8292                   Qx                  Qx
8293                   Qx                  Qx
8294                   Qx                  Qx
8295        Manufacturing       Manufacturing
8296                   Qx                  Qx
8297                   Mx                  Mx
8298                   Mx                  Mx
8299                   Mx                  Mx
8300                   Qx                  Qx
8301                   Qx                  Qx
8302                   Mx                  Mx
8303                   Mx                  Mx
8304                   Mx                  Mx
8305                   Mx                  Mx
8306                   Qx                  Qx
8307                   Qx                  Qx
8308                   Qx                  Qx
8309              Quality             Quality
8310                   Qx                  Qx
8311                   Qx                  Qx
8312                   Qx                  Qx
8313                   Qx                  Qx
8314                   Qx                  Qx
8315                   Qx                  Qx
8316                   Qx                  Qx
8317                   Qx                  Qx
8318                   Qx                  Qx
8319                   Qx                  Qx
8320                   Mx                  Mx
8321                   Qx                  Qx
8322                   Mx                  Mx
8323                   Mx                  Mx
8324                   Qx                  Qx
8325             Low Info            Low Info
8326                   Qx                  Qx
8327              Quality             Quality
8328                   Mx                  Mx
8329              Quality             Quality
8330                   Qx                  Qx
8331                   Qx                  Qx
8332                   Qx                  Qx
8333                   Qx                  Qx
8334                   Qx                  Qx
8335              Quality             Quality
8336              Quality             Quality
8337                   Qx                  Qx
8338                   Mx                  Mx
8339                   Qx                  Qx
8340                   Qx                  Qx
8341                   Qx                  Qx
8342                   Mx                  Mx
8343                   Qx                  Qx
8344                   Qx                  Qx
8345        Manufacturing       Manufacturing
8346                   Qx                  Qx
8347              Quality             Quality
8348                   Qx                  Qx
8349                   Qx                  Qx
8350             Logbooks            Logbooks
8351                   Qx                  Qx
8352                   Mx                  Mx
8353                   Qx                  Qx
8354                   Mx                  Mx
8355              Quality             Quality
8356                   Qx                  Qx
8357                   Qx                  Qx
8358                   Qx                  Qx
8359                   Mx                  Mx
8360                   Qx                  Qx
8361                   Qx                  Qx
8362                   Mx                  Mx
8363                   Mx                  Mx
8364                   Qx                  Qx
8365             Platform            Platform
8366                   Qx                  Qx
8367                   Qx                  Qx
8368                   Mx                  Mx
8369                   Qx                  Qx
8370                   Qx                  Qx
8371                   Qx                  Qx
8372                   Qx                  Qx
8373                   Qx                  Qx
8374                   Qx                  Qx
8375                   Mx                  Mx
8376                   Qx                  Qx
8377                   Qx                  Qx
8378                   Qx                  Qx
8379                   Qx                  Qx
8380                   Qx                  Qx
8381                   Qx                  Qx
8382                   Qx                  Qx
8383                   Qx                  Qx
8384                   Mx                  Mx
8385                   Qx                  Qx
8386                   Qx                  Qx
8387                   Qx                  Qx
8388                   Mx                  Mx
8389                   Qx                  Qx
8390                   Qx                  Qx
8391                   Qx                  Qx
8392                   Qx                  Qx
8393                   Qx                  Qx
8394                   Qx                  Qx
8395                   Qx                  Qx
8396                   Qx                  Qx
8397                   Qx                  Qx
8398              Quality             Quality
8399                   Qx                  Qx
8400                   Qx                  Qx
8401                   Qx                  Qx
8402                   Qx                  Qx
8403                   Qx                  Qx
8404                   Qx                  Qx
8405              Quality             Quality
8406                   Qx                  Qx
8407                   Qx                  Qx
8408                   Qx                  Qx
8409                   Qx                  Qx
8410             Low Info            Low Info
8411                   Mx                  Mx
8412                   Qx                  Qx
8413                   Qx                  Qx
8414                   Qx                  Qx
8415                   Qx                  Qx
8416             Low Info            Low Info
8417                   Qx                  Qx
8418                   Qx                  Qx
8419                   Qx                  Qx
8420                   Qx                  Qx
8421              Quality             Quality
8422             Supplier            Supplier
8423                   Qx                  Qx
8424                   Mx                  Mx
8425              Quality             Quality
8426              Quality             Quality
8427                   Qx                  Qx
8428              Quality             Quality
8429                   Qx                  Qx
8430             Platform            Platform
8431                   Qx                  Qx
8432                   Mx                  Mx
8433                   Qx                  Qx
8434                   Mx                  Mx
8435                   Mx                  Mx
8436                   Qx                  Qx
8437                   Mx                  Mx
8438                   Qx                  Qx
8439                   Qx                  Qx
8440                   Mx                  Mx
8441                   Mx                  Mx
8442                   Qx                  Qx
8443             Low Info            Low Info
8444                   Qx                  Qx
8445                   Qx                  Qx
8446                   Qx                  Qx
8447                   Qx                  Qx
8448                   Qx                  Qx
8449                   Qx                  Qx
8450                   Qx                  Qx
8451                   Qx                  Qx
8452             Platform            Platform
8453                   Qx                  Qx
8454                   Qx                  Qx
8455                   Qx                  Qx
8456                   Mx                  Mx
8457              Quality             Quality
8458              Quality             Quality
8459             Low Info            Low Info
8460                   Qx                  Qx
8461                   Mx                  Mx
8462             Low Info            Low Info
8463                   Qx                  Qx
8464              Quality             Quality
8465             Low Info            Low Info
8466                   Qx                  Qx
8467                   Qx                  Qx
8468             Low Info            Low Info
8469             Low Info            Low Info
8470             Low Info            Low Info
8471             Low Info            Low Info
8472             Low Info            Low Info
8473             Low Info            Low Info
8474             Low Info            Low Info
8475             Low Info            Low Info
8476             Low Info            Low Info
8477                   Qx                  Qx
8478                   Mx                  Mx
8479                   Qx                  Qx
8480                   Qx                  Qx
8481                   Qx                  Qx
8482                   Qx                  Qx
8483             Logbooks            Logbooks
8484                   Qx                  Qx
8485              Quality             Quality
8486              Quality             Quality
8487              Quality             Quality
8488                   Qx                  Qx
8489                   Qx                  Qx
8490                   Qx                  Qx
8491                   Qx                  Qx
8492                   Qx                  Qx
8493                   Qx                  Qx
8494                   Qx                  Qx
8495              Quality             Quality
8496             Platform            Platform
8497                   Qx                  Qx
8498              Quality             Quality
8499                   Qx                  Qx
8500              Quality             Quality
8501           Regulatory          Regulatory
8502           Regulatory          Regulatory
8503                   Qx                  Qx
8504             Clinical            Clinical
8505                   Qx                  Qx
8506                   Qx                  Qx
8507              Quality             Quality
8508                   Mx                  Mx
8509                   Qx                  Qx
8510                   Qx                  Qx
8511                   Qx                  Qx
8512        Manufacturing       Manufacturing
8513                   Qx                  Qx
8514                   Mx                  Mx
8515                   Mx                  Mx
8516                   Qx                  Qx
8517                   Qx                  Qx
8518                   Qx                  Qx
8519                   Qx                  Qx
8520                   Qx                  Qx
8521                   Qx                  Qx
8522                   Qx                  Qx
8523                   Qx                  Qx
8524                   Qx                  Qx
8525                   Qx                  Qx
8526                   Qx                  Qx
8527                   Qx                  Qx
8528                   Qx                  Qx
8529                   Qx                  Qx
8530                   Qx                  Qx
8531                   Qx                  Qx
8532                   Qx                  Qx
8533             Low Info            Low Info
8534             Platform            Platform
8535                   Qx                  Qx
8536                   Qx                  Qx
8537                   Mx                  Mx
8538                   Qx                  Qx
8539                   Qx                  Qx
8540                   Mx                  Mx
8541              Quality             Quality
8542                   Qx                  Qx
8543             Platform            Platform
8544                   Qx                  Qx
8545        Manufacturing       Manufacturing
8546                   Mx                  Mx
8547                   Qx                  Qx
8548                   Qx                  Qx
8549              Quality             Quality
8550                   Qx                  Qx
8551                   Qx                  Qx
8552                   Qx                  Qx
8553                   Qx                  Qx
8554                   Mx                  Mx
8555                   Mx                  Mx
8556                   Mx                  Mx
8557                   Mx                  Mx
8558                   Qx                  Qx
8559                   Mx                  Mx
8560                   Qx                  Qx
8561                   Qx                  Qx
8562              Quality             Quality
8563                   Qx                  Qx
8564                   Qx                  Qx
8565                   Qx                  Qx
8566                   Qx                  Qx
8567                   Qx                  Qx
8568  Product Development Product Development
8569                   Qx                  Qx
8570                   Mx                  Mx
8571                   Qx                  Qx
8572              Quality             Quality
8573             Logbooks            Logbooks
8574                   Qx                  Qx
8575             Platform            Platform
8576             Platform            Platform
8577                   Mx                  Mx
8578                   Qx                  Qx
8579                   Qx                  Qx
8580                   Qx                  Qx
8581                   Qx                  Qx
8582                   Qx                  Qx
8583                   Qx                  Qx
8584             Low Info            Low Info
8585                   Qx                  Qx
8586                   Qx                  Qx
8587                   Qx                  Qx
8588                   Mx                  Mx
8589                   Qx                  Qx
8590                   Mx                  Mx
8591                   Mx                  Mx
8592                   Mx                  Mx
8593                   Mx                  Mx
8594                   Mx                  Mx
8595                   Qx                  Qx
8596              Quality             Quality
8597                   Qx                  Qx
8598                   Qx                  Qx
8599                   Mx                  Mx
8600                   Mx                  Mx
8601                   Mx                  Mx
8602                   Mx                  Mx
8603                   Mx                  Mx
8604                   Mx                  Mx
8605                   Qx                  Qx
8606                   Mx                  Mx
8607                   Mx                  Mx
8608              Quality             Quality
8609             Low Info            Low Info
8610                   Mx                  Mx
8611                   Qx                  Qx
8612                   Qx                  Qx
8613                   Qx                  Qx
8614                   Qx                  Qx
8615                   Qx                  Qx
8616                   Mx                  Mx
8617                   Mx                  Mx
8618                   Qx                  Qx
8619                   Qx                  Qx
8620             Low Info            Low Info
8621                   Mx                  Mx
8622                   Qx                  Qx
8623                   Mx                  Mx
8624                   Qx                  Qx
8625                   Qx                  Qx
8626                   Mx                  Mx
8627                   Qx                  Qx
8628                   Qx                  Qx
8629             Low Info            Low Info
8630                   Qx                  Qx
8631                   Qx                  Qx
8632             Low Info            Low Info
8633                   Qx                  Qx
8634              Quality             Quality
8635             Low Info            Low Info
8636             Low Info            Low Info
8637                   Qx                  Qx
8638                   Mx                  Mx
8639                   Qx                  Qx
8640              Quality             Quality
8641              Quality             Quality
8642              Quality             Quality
8643                   Qx                  Qx
8644             Low Info            Low Info
8645             Low Info            Low Info
8646                   Qx                  Qx
8647              Quality             Quality
8648                   Mx                  Mx
8649        Manufacturing       Manufacturing
8650                   Qx                  Qx
8651                   Mx                  Mx
8652                   Mx                  Mx
8653                   Mx                  Mx
8654                   Qx                  Qx
8655                   Qx                  Qx
8656                   Qx                  Qx
8657        Manufacturing       Manufacturing
8658                   Qx                  Qx
8659             Low Info            Low Info
8660             Clinical            Clinical
8661                   Qx                  Qx
8662                   Qx                  Qx
8663  Product Development Product Development
8664                   Qx                  Qx
8665                   Qx                  Qx
8666                   Mx                  Mx
8667                   Mx                  Mx
8668                   Qx                  Qx
8669             Low Info            Low Info
8670                   Mx                  Mx
8671              Quality             Quality
8672                   Qx                  Qx
8673                   Qx                  Qx
8674              Quality             Quality
8675                   Qx                  Qx
8676                   Qx                  Qx
8677                   Mx                  Mx
8678                   Qx                  Qx
8679                   Qx                  Qx
8680          Post-Market         Post-Market
8681                   Mx                  Mx
8682              Quality             Quality
8683                   Qx                  Qx
8684                   Qx                  Qx
8685                   Qx                  Qx
8686                   Mx                  Mx
8687                   Qx                  Qx
8688                   Qx                  Qx
8689              Quality             Quality
8690             Low Info            Low Info
8691        Manufacturing       Manufacturing
8692                   Mx                  Mx
8693                   Qx                  Qx
8694             Platform            Platform
8695                   Mx                  Mx
8696             Low Info            Low Info
8697             Low Info            Low Info
8698             Low Info            Low Info
8699                   Qx                  Qx
8700                   Mx                  Mx
8701                   Qx                  Qx
8702                   Mx                  Mx
8703                   Qx                  Qx
8704                   Qx                  Qx
8705                   Qx                  Qx
8706             Low Info            Low Info
8707                   Qx                  Qx
8708                   Qx                  Qx
8709                   Qx                  Qx
8710             Low Info            Low Info
8711             Low Info            Low Info
8712             Platform            Platform
8713             Low Info            Low Info
8714             Low Info            Low Info
8715             Low Info            Low Info
8716             Low Info            Low Info
8717             Low Info            Low Info
8718             Low Info            Low Info
8719                   Qx                  Qx
8720                   Qx                  Qx
8721                   Qx                  Qx
8722                   Qx                  Qx
8723             Low Info            Low Info
8724             Low Info            Low Info
8725             Low Info            Low Info
8726             Low Info            Low Info
8727             Low Info            Low Info
8728             Low Info            Low Info
8729             Low Info            Low Info
8730             Low Info            Low Info
8731             Low Info            Low Info
8732             Low Info            Low Info
8733             Low Info            Low Info
8734             Low Info            Low Info
8735             Low Info            Low Info
8736                   Qx                  Qx
8737                   Mx                  Mx
8738                   Mx                  Mx
8739                   Qx                  Qx
8740             Low Info            Low Info
8741             Low Info            Low Info
8742                   Qx                  Qx
8743                   Qx                  Qx
8744              Quality             Quality
8745                   Qx                  Qx
8746                   Mx                  Mx
8747                   Qx                  Qx
8748                   Qx                  Qx
8749              Quality             Quality
8750                   Mx                  Mx
8751                   Mx                  Mx
8752                   Qx                  Qx
8753                   Mx                  Mx
8754                   Mx                  Mx
8755                   Mx                  Mx
8756                   Mx                  Mx
8757                   Mx                  Mx
8758                   Qx                  Qx
8759                   Qx                  Qx
8760                   Qx                  Qx
8761              Quality             Quality
8762                   Mx                  Mx
8763                   Mx                  Mx
8764                   Mx                  Mx
8765                   Qx                  Qx
8766                   Mx                  Mx
8767                   Mx                  Mx
8768                   Qx                  Qx
8769                   Qx                  Qx
8770                   Mx                  Mx
8771                   Mx                  Mx
8772                   Qx                  Qx
8773                   Qx                  Qx
8774                   Qx                  Qx
8775                   Mx                  Mx
8776                   Mx                  Mx
8777              Quality             Quality
8778              Quality             Quality
8779                   Qx                  Qx
8780                   Qx                  Qx
8781                   Qx                  Qx
8782                   Qx                  Qx
8783                   Qx                  Qx
8784                   Mx                  Mx
8785                   Qx                  Qx
8786                   Mx                  Mx
8787                   Qx                  Qx
8788                   Qx                  Qx
8789                   Qx                  Qx
8790                   Qx                  Qx
8791                   Qx                  Qx
8792             Low Info            Low Info
8793                   Mx                  Mx
8794             Platform            Platform
8795             Platform            Platform
8796                   Qx                  Qx
8797                   Qx                  Qx
8798                   Qx                  Qx
8799              Quality             Quality
8800                   Qx                  Qx
8801                   Qx                  Qx
8802                   Qx                  Qx
8803                   Qx                  Qx
8804                   Qx                  Qx
8805                   Qx                  Qx
8806                   Qx                  Qx
8807                   Mx                  Mx
8808                   Mx                  Mx
8809                   Mx                  Mx
8810                   Mx                  Mx
8811          Post-Market         Post-Market
8812             Platform            Platform
8813                   Qx                  Qx
8814        Manufacturing       Manufacturing
8815        Manufacturing       Manufacturing
8816                   Mx                  Mx
8817                   Mx                  Mx
8818                   Qx                  Qx
8819                   Qx                  Qx
8820                   Mx                  Mx
8821                   Qx                  Qx
8822             Logbooks            Logbooks
8823                   Qx                  Qx
8824                   Qx                  Qx
8825             Low Info            Low Info
8826                   Qx                  Qx
8827                   Mx                  Mx
8828                   Qx                  Qx
8829                   Qx                  Qx
8830                   Qx                  Qx
8831        Manufacturing       Manufacturing
8832                   Mx                  Mx
8833              Quality             Quality
8834                   Qx                  Qx
8835                   Qx                  Qx
8836              Quality             Quality
8837                   Qx                  Qx
8838                   Qx                  Qx
8839                   Qx                  Qx
8840                   Qx                  Qx
8841             Low Info            Low Info
8842              Quality             Quality
8843                   Qx                  Qx
8844                   Mx                  Mx
8845                   Qx                  Qx
8846             Low Info            Low Info
8847                   Mx                  Mx
8848                   Mx                  Mx
8849                   Qx                  Qx
8850                   Qx                  Qx
8851                   Mx                  Mx
8852                   Mx                  Mx
8853                   Qx                  Qx
8854        Manufacturing       Manufacturing
8855                   Mx                  Mx
8856                   Qx                  Qx
8857                   Qx                  Qx
8858                   Mx                  Mx
8859                   Qx                  Qx
8860                   Qx                  Qx
8861                   Qx                  Qx
8862                   Qx                  Qx
8863                   Qx                  Qx
8864                   Qx                  Qx
8865                   Qx                  Qx
8866              Quality             Quality
8867                   Qx                  Qx
8868                   Qx                  Qx
8869          Post-Market         Post-Market
8870                   Qx                  Qx
8871        Manufacturing       Manufacturing
8872                   Qx                  Qx
8873                   Qx                  Qx
8874                   Qx                  Qx
8875                   Mx                  Mx
8876        Manufacturing       Manufacturing
8877                   Qx                  Qx
8878           Regulatory          Regulatory
8879                   Qx                  Qx
8880                   Qx                  Qx
8881                   Qx                  Qx
8882                   Mx                  Mx
8883                   Mx                  Mx
8884                   Qx                  Qx
8885             Low Info            Low Info
8886                   Qx                  Qx
8887                   Qx                  Qx
8888           Regulatory          Regulatory
8889                   Mx                  Mx
8890                   Mx                  Mx
8891             Low Info            Low Info
8892                   Qx                  Qx
8893                   Qx                  Qx
8894           Regulatory          Regulatory
8895        Manufacturing       Manufacturing
8896                   Qx                  Qx
8897                   Mx                  Mx
8898                   Mx                  Mx
8899             Logbooks            Logbooks
8900                   Mx                  Mx
8901                   Mx                  Mx
8902                   Qx                  Qx
8903                   Mx                  Mx
8904                   Qx                  Qx
8905                   Qx                  Qx
8906                   Qx                  Qx
8907                   Mx                  Mx
8908                   Qx                  Qx
8909                   Qx                  Qx
8910                   Qx                  Qx
8911             Low Info            Low Info
8912                   Mx                  Mx
8913                   Qx                  Qx
8914             Low Info            Low Info
8915                   Qx                  Qx
8916             Low Info            Low Info
8917                   Qx                  Qx
8918             Low Info            Low Info
8919                   Mx                  Mx
8920                   Qx                  Qx
8921                   Qx                  Qx
8922                   Mx                  Mx
8923              Quality             Quality
8924                   Qx                  Qx
8925                   Mx                  Mx
8926                   Mx                  Mx
8927                   Qx                  Qx
8928                   Qx                  Qx
8929                   Qx                  Qx
8930             Logbooks            Logbooks
8931                   Qx                  Qx
8932                   Mx                  Mx
8933                   Qx                  Qx
8934                   Qx                  Qx
8935                   Mx                  Mx
8936                   Qx                  Qx
8937             Platform            Platform
8938                   Mx                  Mx
8939           Regulatory          Regulatory
8940                   Qx                  Qx
8941                   Qx                  Qx
8942                   Qx                  Qx
8943                   Qx                  Qx
8944                   Mx                  Mx
8945             Logbooks            Logbooks
8946             Platform            Platform
8947                   Qx                  Qx
8948                   Qx                  Qx
8949                   Qx                  Qx
8950                   Qx                  Qx
8951                   Qx                  Qx
8952                   Mx                  Mx
8953              Quality             Quality
8954                   Qx                  Qx
8955                   Qx                  Qx
8956                   Qx                  Qx
8957                   Mx                  Mx
8958                   Qx                  Qx
8959                   Mx                  Mx
8960                   Mx                  Mx
8961                   Qx                  Qx
8962                   Qx                  Qx
8963                   Mx                  Mx
8964                   Qx                  Qx
8965                   Qx                  Qx
8966                   Qx                  Qx
8967                   Qx                  Qx
8968                   Qx                  Qx
8969                   Qx                  Qx
8970                   Qx                  Qx
8971                   Qx                  Qx
8972                   Qx                  Qx
8973                   Qx                  Qx
8974                   Qx                  Qx
8975                   Qx                  Qx
8976                   Qx                  Qx
8977              Quality             Quality
8978                   Qx                  Qx
8979        Manufacturing       Manufacturing
8980                   Qx                  Qx
8981              Quality             Quality
8982                   Mx                  Mx
8983              Quality             Quality
8984                   Qx                  Qx
8985        Manufacturing       Manufacturing
8986                   Qx                  Qx
8987                   Qx                  Qx
8988                   Qx                  Qx
8989                   Qx                  Qx
8990                   Qx                  Qx
8991        Manufacturing       Manufacturing
8992                   Mx                  Mx
8993              Quality             Quality
8994                   Qx                  Qx
8995                   Qx                  Qx
8996                   Qx                  Qx
8997                   Mx                  Mx
8998                   Qx                  Qx
8999                   Qx                  Qx
9000                   Qx                  Qx
9001              Quality             Quality
9002                   Mx                  Mx
9003                   Mx                  Mx
9004                   Qx                  Qx
9005                   Qx                  Qx
9006                   Qx                  Qx
9007             Low Info            Low Info
9008                   Qx                  Qx
9009                   Mx                  Mx
9010                   Qx                  Qx
9011                   Qx                  Qx
9012                   Qx                  Qx
9013                   Qx                  Qx
9014                   Qx                  Qx
9015                   Qx                  Qx
9016                   Qx                  Qx
9017                   Mx                  Mx
9018        Manufacturing       Manufacturing
9019                   Qx                  Qx
9020                   Qx                  Qx
9021                   Mx                  Mx
9022                   Mx                  Mx
9023                   Mx                  Mx
9024                   Mx                  Mx
9025                   Qx                  Qx
9026                   Qx                  Qx
9027                   Qx                  Qx
9028                   Mx                  Mx
9029                   Mx                  Mx
9030                   Mx                  Mx
9031                   Mx                  Mx
9032                   Mx                  Mx
9033                   Mx                  Mx
9034                   Mx                  Mx
9035                   Mx                  Mx
9036                   Mx                  Mx
9037                   Mx                  Mx
9038                   Mx                  Mx
9039                   Mx                  Mx
9040                   Mx                  Mx
9041                   Mx                  Mx
9042                   Qx                  Qx
9043                   Qx                  Qx
9044                   Qx                  Qx
9045  Product Development Product Development
9046                   Qx                  Qx
9047                   Qx                  Qx
9048             Low Info            Low Info
9049                   Mx                  Mx
9050                   Qx                  Qx
9051                   Mx                  Mx
9052           Regulatory          Regulatory
9053             Low Info            Low Info
9054                   Qx                  Qx
9055              Quality             Quality
9056             Logbooks            Logbooks
9057                   Mx                  Mx
9058                   Mx                  Mx
9059                   Qx                  Qx
9060                   Mx                  Mx
9061                   Qx                  Qx
9062                   Mx                  Mx
9063                   Qx                  Qx
9064                   Qx                  Qx
9065                   Qx                  Qx
9066                   Qx                  Qx
9067                   Qx                  Qx
9068                   Qx                  Qx
9069                   Mx                  Mx
9070                   Qx                  Qx
9071                   Qx                  Qx
9072                   Mx                  Mx
9073                   Mx                  Mx
9074                   Mx                  Mx
9075                   Mx                  Mx
9076                   Mx                  Mx
9077                   Mx                  Mx
9078                   Mx                  Mx
9079                   Mx                  Mx
9080                   Mx                  Mx
9081                   Mx                  Mx
9082              Quality             Quality
9083                   Qx                  Qx
9084           Regulatory          Regulatory
9085                   Qx                  Qx
9086                   Qx                  Qx
9087                   Qx                  Qx
9088                   Qx                  Qx
9089                   Mx                  Mx
9090                   Mx                  Mx
9091                   Mx                  Mx
9092                   Mx                  Mx
9093                   Qx                  Qx
9094                   Qx                  Qx
9095              Quality             Quality
9096                   Qx                  Qx
9097                   Qx                  Qx
9098                   Mx                  Mx
9099                   Mx                  Mx
9100                   Mx                  Mx
9101                   Mx                  Mx
9102                   Qx                  Qx
9103                   Qx                  Qx
9104                   Qx                  Qx
9105              Quality             Quality
9106                   Qx                  Qx
9107                   Qx                  Qx
9108                   Qx                  Qx
9109                   Qx                  Qx
9110                   Mx                  Mx
9111                   Qx                  Qx
9112                   Qx                  Qx
9113                   Qx                  Qx
9114                   Qx                  Qx
9115                   Mx                  Mx
9116                   Mx                  Mx
9117                   Mx                  Mx
9118                   Mx                  Mx
9119                   Qx                  Qx
9120                   Qx                  Qx
9121              Quality             Quality
9122             Platform            Platform
9123                   Qx                  Qx
9124                   Qx                  Qx
9125                   Qx                  Qx
9126              Quality             Quality
9127                   Qx                  Qx
9128                   Qx                  Qx
9129                   Qx                  Qx
9130                   Mx                  Mx
9131                   Qx                  Qx
9132                   Qx                  Qx
9133                   Qx                  Qx
9134                   Qx                  Qx
9135           Regulatory          Regulatory
9136              Quality             Quality
9137                   Mx                  Mx
9138                   Qx                  Qx
9139                   Mx                  Mx
9140                   Qx                  Qx
9141                   Mx                  Mx
9142                   Qx                  Qx
9143                   Qx                  Qx
9144                   Qx                  Qx
9145                   Mx                  Mx
9146                   Qx                  Qx
9147                   Qx                  Qx
9148                   Qx                  Qx
9149                   Qx                  Qx
9150                   Qx                  Qx
9151                   Qx                  Qx
9152                   Mx                  Mx
9153                   Mx                  Mx
9154                   Qx                  Qx
9155                   Mx                  Mx
9156                   Mx                  Mx
9157                   Mx                  Mx
9158                   Mx                  Mx
9159                   Qx                  Qx
9160                   Mx                  Mx
9161                   Mx                  Mx
9162                   Mx                  Mx
9163                   Mx                  Mx
9164                   Mx                  Mx
9165                   Mx                  Mx
9166                   Mx                  Mx
9167                   Mx                  Mx
9168                   Qx                  Qx
9169                   Qx                  Qx
9170                   Qx                  Qx
9171                   Mx                  Mx
9172                   Qx                  Qx
9173             Low Info            Low Info
9174             Low Info            Low Info
9175        Manufacturing       Manufacturing
9176             Low Info            Low Info
9177             Low Info            Low Info
9178             Low Info            Low Info
9179              Quality             Quality
9180                   Qx                  Qx
9181             Low Info            Low Info
9182             Low Info            Low Info
9183             Low Info            Low Info
9184             Low Info            Low Info
9185              Quality             Quality
9186              Quality             Quality
9187             Low Info            Low Info
9188                   Qx                  Qx
9189             Low Info            Low Info
9190             Low Info            Low Info
9191                   Mx                  Mx
9192                   Qx                  Qx
9193                   Qx                  Qx
9194                   Qx                  Qx
9195                   Mx                  Mx
9196                   Mx                  Mx
9197                   Qx                  Qx
9198             Low Info            Low Info
9199                   Qx                  Qx
9200                   Qx                  Qx
9201                   Mx                  Mx
9202                   Qx                  Qx
9203                   Qx                  Qx
9204                   Qx                  Qx
9205                   Qx                  Qx
9206             Logbooks            Logbooks
9207                   Qx                  Qx
9208                   Qx                  Qx
9209        Manufacturing       Manufacturing
9210                   Qx                  Qx
9211                   Qx                  Qx
9212                   Qx                  Qx
9213                   Qx                  Qx
9214                   Qx                  Qx
9215                   Mx                  Mx
9216              Quality             Quality
9217                   Qx                  Qx
9218              Quality             Quality
9219                   Mx                  Mx
9220                   Qx                  Qx
9221                   Qx                  Qx
9222                   Qx                  Qx
9223                   Qx                  Qx
9224                   Qx                  Qx
9225                   Qx                  Qx
9226             Platform            Platform
9227                   Qx                  Qx
9228                   Qx                  Qx
9229                   Qx                  Qx
9230             Logbooks            Logbooks
9231                   Qx                  Qx
9232             Low Info            Low Info
9233              Quality             Quality
9234              Quality             Quality
9235                   Qx                  Qx
9236                   Qx                  Qx
9237                   Qx                  Qx
9238                   Qx                  Qx
9239                   Qx                  Qx
9240                   Qx                  Qx
9241                   Qx                  Qx
9242                   Qx                  Qx
9243              Quality             Quality
9244                   Qx                  Qx
9245                   Qx                  Qx
9246             Low Info            Low Info
9247                   Mx                  Mx
9248                   Qx                  Qx
9249                   Qx                  Qx
9250                   Qx                  Qx
9251                   Qx                  Qx
9252                   Qx                  Qx
9253              Quality             Quality
9254                   Qx                  Qx
9255                   Qx                  Qx
9256                   Qx                  Qx
9257             Low Info            Low Info
9258                   Qx                  Qx
9259                   Qx                  Qx
9260                   Qx                  Qx
9261                   Qx                  Qx
9262                   Qx                  Qx
9263                   Qx                  Qx
9264              Quality             Quality
9265                   Mx                  Mx
9266        Manufacturing       Manufacturing
9267                   Qx                  Qx
9268                   Mx                  Mx
9269                   Mx                  Mx
9270             Low Info            Low Info
9271             Platform            Platform
9272                   Mx                  Mx
9273                   Qx                  Qx
9274                   Mx                  Mx
9275             Low Info            Low Info
9276                   Qx                  Qx
9277                   Qx                  Qx
9278                   Mx                  Mx
9279                   Mx                  Mx
9280                   Qx                  Qx
9281                   Mx                  Mx
9282             Low Info            Low Info
9283                   Mx                  Mx
9284                   Mx                  Mx
9285                   Mx                  Mx
9286                   Mx                  Mx
9287                   Mx                  Mx
9288                   Mx                  Mx
9289                   Mx                  Mx
9290                   Qx                  Qx
9291                   Qx                  Qx
9292              Quality             Quality
9293              Quality             Quality
9294                   Mx                  Mx
9295                   Mx                  Mx
9296                   Mx                  Mx
9297                   Mx                  Mx
9298                   Mx                  Mx
9299             Low Info            Low Info
9300                   Mx                  Mx
9301             Platform            Platform
9302                   Qx                  Qx
9303              Quality             Quality
9304                   Mx                  Mx
9305                   Qx                  Qx
9306                   Qx                  Qx
9307                   Qx                  Qx
9308                   Qx                  Qx
9309                   Mx                  Mx
9310                   Qx                  Qx
9311                   Qx                  Qx
9312             Low Info            Low Info
9313             Low Info            Low Info
9314                   Qx                  Qx
9315              Quality             Quality
9316              Quality             Quality
9317                   Qx                  Qx
9318             Low Info            Low Info
9319                   Qx                  Qx
9320                   Qx                  Qx
9321                   Mx                  Mx
9322        Manufacturing       Manufacturing
9323                   Qx                  Qx
9324                   Qx                  Qx
9325                   Mx                  Mx
9326              Quality             Quality
9327                   Qx                  Qx
9328                   Qx                  Qx
9329                   Qx                  Qx
9330                   Qx                  Qx
9331                   Mx                  Mx
9332                   Mx                  Mx
9333              Quality             Quality
9334                   Qx                  Qx
9335                   Qx                  Qx
9336                   Mx                  Mx
9337                   Qx                  Qx
9338                   Mx                  Mx
9339                   Qx                  Qx
9340                   Qx                  Qx
9341              Quality             Quality
9342             Platform            Platform
9343             Platform            Platform
9344                   Mx                  Mx
9345                   Mx                  Mx
9346                   Mx                  Mx
9347                   Mx                  Mx
9348                   Mx                  Mx
9349             Platform            Platform
9350             Platform            Platform
9351                   Qx                  Qx
9352                   Mx                  Mx
9353                   Qx                  Qx
9354                   Qx                  Qx
9355                   Qx                  Qx
9356                   Qx                  Qx
9357             Platform            Platform
9358                   Qx                  Qx
9359              Quality             Quality
9360                   Qx                  Qx
9361                   Mx                  Mx
9362                   Mx                  Mx
9363                   Qx                  Qx
9364                   Qx                  Qx
9365                   Qx                  Qx
9366                   Mx                  Mx
9367                   Mx                  Mx
9368                   Mx                  Mx
9369                   Mx                  Mx
9370                   Mx                  Mx
9371                   Mx                  Mx
9372              Quality             Quality
9373                   Qx                  Qx
9374                   Mx                  Mx
9375                   Mx                  Mx
9376                   Mx                  Mx
9377                   Qx                  Qx
9378                   Mx                  Mx
9379              Quality             Quality
9380                   Qx                  Qx
9381             Low Info            Low Info
9382             Low Info            Low Info
9383             Low Info            Low Info
9384             Low Info            Low Info
9385             Low Info            Low Info
9386             Low Info            Low Info
9387                   Qx                  Qx
9388                   Qx                  Qx
9389                   Qx                  Qx
9390                   Qx                  Qx
9391                   Mx                  Mx
9392             Low Info            Low Info
9393             Low Info            Low Info
9394             Low Info            Low Info
9395             Low Info            Low Info
9396             Low Info            Low Info
9397             Low Info            Low Info
9398             Low Info            Low Info
9399             Low Info            Low Info
9400             Low Info            Low Info
9401             Low Info            Low Info
9402             Low Info            Low Info
9403                   Mx                  Mx
9404                   Qx                  Qx
9405                   Mx                  Mx
9406                   Qx                  Qx
9407             Low Info            Low Info
9408             Low Info            Low Info
9409             Low Info            Low Info
9410             Low Info            Low Info
9411             Low Info            Low Info
9412             Low Info            Low Info
9413             Low Info            Low Info
9414             Low Info            Low Info
9415             Low Info            Low Info
9416             Low Info            Low Info
9417             Low Info            Low Info
9418             Low Info            Low Info
9419                   Qx                  Qx
9420                   Mx                  Mx
9421                   Qx                  Qx
9422                   Qx                  Qx
9423                   Qx                  Qx
9424                   Qx                  Qx
9425                   Mx                  Mx
9426                   Qx                  Qx
9427                   Qx                  Qx
9428                   Mx                  Mx
9429              Quality             Quality
9430                   Qx                  Qx
9431                   Qx                  Qx
9432                   Qx                  Qx
9433                   Qx                  Qx
9434                   Qx                  Qx
9435                   Qx                  Qx
9436                   Mx                  Mx
9437                   Mx                  Mx
9438                   Mx                  Mx
9439                   Mx                  Mx
9440                   Mx                  Mx
9441                   Qx                  Qx
9442                   Mx                  Mx
9443                   Mx                  Mx
9444                   Mx                  Mx
9445                   Mx                  Mx
9446                   Mx                  Mx
9447                   Mx                  Mx
9448                   Mx                  Mx
9449                   Qx                  Qx
9450                   Mx                  Mx
9451                   Mx                  Mx
9452                   Mx                  Mx
9453                   Qx                  Qx
9454                   Qx                  Qx
9455                   Qx                  Qx
9456              Quality             Quality
9457                   Mx                  Mx
9458                   Mx                  Mx
9459                   Qx                  Qx
9460                   Qx                  Qx
9461                   Qx                  Qx
9462                   Qx                  Qx
9463                   Qx                  Qx
9464                   Mx                  Mx
9465                   Qx                  Qx
9466                   Qx                  Qx
9467                   Mx                  Mx
9468                   Qx                  Qx
9469                   Mx                  Mx
9470                   Qx                  Qx
9471             Low Info            Low Info
9472                   Qx                  Qx
9473                   Qx                  Qx
9474             Platform            Platform
9475                   Mx                  Mx
9476              Quality             Quality
9477                   Qx                  Qx
9478                   Qx                  Qx
9479                   Qx                  Qx
9480                   Qx                  Qx
9481                   Qx                  Qx
9482             Platform            Platform
9483                   Qx                  Qx
9484             Platform            Platform
9485                   Qx                  Qx
9486                   Qx                  Qx
9487  Product Development Product Development
9488                   Qx                  Qx
9489                   Qx                  Qx
9490                   Qx                  Qx
9491              Quality             Quality
9492                   Qx                  Qx
9493             Low Info            Low Info
9494                   Mx                  Mx
9495             Low Info            Low Info
9496             Low Info            Low Info
9497             Low Info            Low Info
9498                   Mx                  Mx
9499                   Qx                  Qx
9500                   Mx                  Mx
9501              Quality             Quality
9502                   Qx                  Qx
9503                   Qx                  Qx
9504                   Qx                  Qx
9505                   Qx                  Qx
9506                   Qx                  Qx
9507                   Qx                  Qx
9508                   Qx                  Qx
9509                   Qx                  Qx
9510                   Qx                  Qx
9511             Low Info            Low Info
9512                   Qx                  Qx
9513                   Qx                  Qx
9514                   Qx                  Qx
9515                   Qx                  Qx
9516                   Qx                  Qx
9517                   Qx                  Qx
9518                   Qx                  Qx
9519                   Mx                  Mx
9520                   Qx                  Qx
9521                   Mx                  Mx
9522              Quality             Quality
9523                   Qx                  Qx
9524                   Qx                  Qx
9525                   Qx                  Qx
9526                   Mx                  Mx
9527                   Mx                  Mx
9528                   Mx                  Mx
9529                   Qx                  Qx
9530                   Qx                  Qx
9531             Platform            Platform
9532                   Qx                  Qx
9533             Platform            Platform
9534             Platform            Platform
9535             Platform            Platform
9536        Manufacturing       Manufacturing
9537             Platform            Platform
9538              Quality             Quality
9539             Logbooks            Logbooks
9540             Platform            Platform
9541             Platform            Platform
9542             Low Info            Low Info
9543                   Qx                  Qx
9544                   Qx                  Qx
9545                   Qx                  Qx
9546                   Qx                  Qx
9547             Platform            Platform
9548                   Qx                  Qx
9549                   Qx                  Qx
9550                   Qx                  Qx
9551                   Qx                  Qx
9552                   Qx                  Qx
9553              Quality             Quality
9554                   Qx                  Qx
9555                   Qx                  Qx
9556                   Qx                  Qx
9557                   Qx                  Qx
9558                   Qx                  Qx
9559                   Mx                  Mx
9560                   Mx                  Mx
9561              Quality             Quality
9562                   Qx                  Qx
9563                   Qx                  Qx
9564                   Qx                  Qx
9565                   Qx                  Qx
9566              Quality             Quality
9567                   Qx                  Qx
9568                   Qx                  Qx
9569                   Qx                  Qx
9570              Quality             Quality
9571                   Qx                  Qx
9572                   Mx                  Mx
9573             Platform            Platform
9574        Manufacturing       Manufacturing
9575                   Qx                  Qx
9576                   Qx                  Qx
9577                   Qx                  Qx
9578                   Qx                  Qx
9579                   Qx                  Qx
9580                   Qx                  Qx
9581                   Mx                  Mx
9582                   Qx                  Qx
9583                   Mx                  Mx
9584                   Mx                  Mx
9585                   Qx                  Qx
9586                   Qx                  Qx
9587                   Qx                  Qx
9588                   Mx                  Mx
9589                   Mx                  Mx
9590                   Mx                  Mx
9591                   Mx                  Mx
9592                   Mx                  Mx
9593                   Mx                  Mx
9594                   Mx                  Mx
9595                   Mx                  Mx
9596                   Mx                  Mx
9597                   Mx                  Mx
9598                   Mx                  Mx
9599                   Mx                  Mx
9600                   Mx                  Mx
9601                   Mx                  Mx
9602             Low Info            Low Info
9603                   Qx                  Qx
9604              Quality             Quality
9605                   Qx                  Qx
9606           Regulatory          Regulatory
9607                   Qx                  Qx
9608                   Qx                  Qx
9609                   Qx                  Qx
9610                   Qx                  Qx
9611                   Qx                  Qx
9612                   Qx                  Qx
9613                   Qx                  Qx
9614                   Qx                  Qx
9615                   Qx                  Qx
9616                   Qx                  Qx
9617                   Qx                  Qx
9618                   Mx                  Mx
9619                   Qx                  Qx
9620        Manufacturing       Manufacturing
9621                   Qx                  Qx
9622                   Qx                  Qx
9623                   Qx                  Qx
9624                   Qx                  Qx
9625                   Qx                  Qx
9626                   Qx                  Qx
9627              Quality             Quality
9628             Logbooks            Logbooks
9629                   Qx                  Qx
9630                   Qx                  Qx
9631                   Qx                  Qx
9632                   Qx                  Qx
9633                   Qx                  Qx
9634                   Mx                  Mx
9635              Quality             Quality
9636                   Qx                  Qx
9637                   Qx                  Qx
9638                   Qx                  Qx
9639             Logbooks            Logbooks
9640                   Qx                  Qx
9641        Manufacturing       Manufacturing
9642                   Qx                  Qx
9643                   Qx                  Qx
9644                   Mx                  Mx
9645                   Mx                  Mx
9646                   Qx                  Qx
9647                   Qx                  Qx
9648                   Mx                  Mx
9649              Quality             Quality
9650                   Qx                  Qx
9651                   Qx                  Qx
9652                   Qx                  Qx
9653                   Qx                  Qx
9654                   Qx                  Qx
9655                   Qx                  Qx
9656                   Qx                  Qx
9657                   Qx                  Qx
9658        Manufacturing       Manufacturing
9659                   Qx                  Qx
9660                   Qx                  Qx
9661                   Qx                  Qx
9662              Quality             Quality
9663              Quality             Quality
9664                   Qx                  Qx
9665             Logbooks            Logbooks
9666                   Qx                  Qx
9667        Manufacturing       Manufacturing
9668                   Qx                  Qx
9669                   Qx                  Qx
9670                   Mx                  Mx
9671                   Qx                  Qx
9672                   Qx                  Qx
9673                   Mx                  Mx
9674             Logbooks            Logbooks
9675              Quality             Quality
9676        Manufacturing       Manufacturing
9677                   Mx                  Mx
9678                   Mx                  Mx
9679                   Mx                  Mx
9680              Quality             Quality
9681              Quality             Quality
9682                   Qx                  Qx
9683                   Qx                  Qx
9684                   Qx                  Qx
9685                   Qx                  Qx
9686                   Mx                  Mx
9687                   Qx                  Qx
9688                   Mx                  Mx
9689                   Qx                  Qx
9690                   Qx                  Qx
9691                   Qx                  Qx
9692                   Qx                  Qx
9693                   Qx                  Qx
9694                   Qx                  Qx
9695                   Qx                  Qx
9696                   Qx                  Qx
9697  Product Development Product Development
9698           Regulatory          Regulatory
9699                   Qx                  Qx
9700                   Qx                  Qx
9701             Platform            Platform
9702                   Mx                  Mx
9703                   Qx                  Qx
9704                   Qx                  Qx
9705                   Qx                  Qx
9706                   Qx                  Qx
9707     Asset Management    Asset Management
9708                   Qx                  Qx
9709                   Mx                  Mx
9710             Low Info            Low Info
9711                   Qx                  Qx
9712             Platform            Platform
9713                   Qx                  Qx
9714                   Mx                  Mx
9715                   Mx                  Mx
9716                   Mx                  Mx
9717                   Qx                  Qx
9718                   Mx                  Mx
9719                   Mx                  Mx
9720                   Qx                  Qx
9721                   Qx                  Qx
9722                   Mx                  Mx
9723                   Mx                  Mx
9724              Quality             Quality
9725             Low Info            Low Info
9726                   Qx                  Qx
9727                   Qx                  Qx
9728                   Qx                  Qx
9729                   Mx                  Mx
9730                   Mx                  Mx
9731                   Qx                  Qx
9732                   Qx                  Qx
9733             Platform            Platform
9734                   Qx                  Qx
9735                   Qx                  Qx
9736                   Mx                  Mx
9737                   Mx                  Mx
9738                   Mx                  Mx
9739                   Mx                  Mx
9740                   Qx                  Qx
9741                   Qx                  Qx
9742                   Qx                  Qx
9743             Low Info            Low Info
9744                   Mx                  Mx
9745                   Qx                  Qx
9746                   Qx                  Qx
9747              Quality             Quality
9748                   Mx                  Mx
9749                   Mx                  Mx
9750                   Qx                  Qx
9751                   Qx                  Qx
9752                   Mx                  Mx
9753                   Qx                  Qx
9754                   Qx                  Qx
9755                   Qx                  Qx
9756                   Qx                  Qx
9757                   Qx                  Qx
9758                   Qx                  Qx
9759                   Qx                  Qx
9760                   Qx                  Qx
9761                   Qx                  Qx
9762                   Qx                  Qx
9763                   Mx                  Mx
9764                   Mx                  Mx
9765                   Qx                  Qx
9766                   Qx                  Qx
9767                   Qx                  Qx
9768                   Qx                  Qx
9769                   Qx                  Qx
9770                   Mx                  Mx
9771                   Qx                  Qx
9772                   Mx                  Mx
9773                   Mx                  Mx
9774                   Mx                  Mx
9775                   Mx                  Mx
9776                   Mx                  Mx
9777                   Mx                  Mx
9778                   Mx                  Mx
9779                   Mx                  Mx
9780                   Mx                  Mx
9781                   Mx                  Mx
9782              Quality             Quality
9783                   Qx                  Qx
9784                   Mx                  Mx
9785                   Mx                  Mx
9786                   Mx                  Mx
9787                   Mx                  Mx
9788                   Mx                  Mx
9789                   Mx                  Mx
9790                   Mx                  Mx
9791                   Mx                  Mx
9792                   Mx                  Mx
9793                   Mx                  Mx
9794                   Mx                  Mx
9795                   Mx                  Mx
9796                   Qx                  Qx
9797                   Qx                  Qx
9798             Low Info            Low Info
9799                   Qx                  Qx
9800                   Qx                  Qx
9801                   Mx                  Mx
9802                   Qx                  Qx
9803                   Qx                  Qx
9804                   Qx                  Qx
9805                   Mx                  Mx
9806                   Mx                  Mx
9807                   Mx                  Mx
9808                   Mx                  Mx
9809                   Mx                  Mx
9810                   Qx                  Qx
9811                   Qx                  Qx
9812                   Qx                  Qx
9813                   Qx                  Qx
9814                   Qx                  Qx
9815                   Mx                  Mx
9816                   Qx                  Qx
9817                   Qx                  Qx
9818                   Mx                  Mx
9819                   Mx                  Mx
9820                   Mx                  Mx
9821                   Qx                  Qx
9822                   Qx                  Qx
9823                   Mx                  Mx
9824                   Mx                  Mx
9825  Product Development Product Development
9826                   Mx                  Mx
9827             Platform            Platform
9828                   Mx                  Mx
9829                   Mx                  Mx
9830                   Qx                  Qx
9831             Platform            Platform
9832                   Qx                  Qx
9833        Manufacturing       Manufacturing
9834                   Qx                  Qx
9835                   Mx                  Mx
9836                   Mx                  Mx
9837                   Mx                  Mx
9838                   Mx                  Mx
9839                   Mx                  Mx
9840                   Mx                  Mx
9841                   Mx                  Mx
9842              Quality             Quality
9843             Low Info            Low Info
9844        Manufacturing       Manufacturing
9845                   Qx                  Qx
9846                   Mx                  Mx
9847                   Qx                  Qx
9848                   Qx                  Qx
9849                   Mx                  Mx
9850                   Mx                  Mx
9851              Quality             Quality
9852                   Qx                  Qx
9853                   Qx                  Qx
9854                   Mx                  Mx
9855        Manufacturing       Manufacturing
9856                   Qx                  Qx
9857                   Qx                  Qx
9858                   Mx                  Mx
9859                   Mx                  Mx
9860                   Qx                  Qx
9861                   Qx                  Qx
9862             Logbooks            Logbooks
9863                   Qx                  Qx
9864                   Mx                  Mx
9865                   Qx                  Qx
9866                   Qx                  Qx
9867                   Qx                  Qx
9868                   Mx                  Mx
9869                   Qx                  Qx
9870                   Qx                  Qx
9871                   Qx                  Qx
9872                   Qx                  Qx
9873                   Qx                  Qx
9874        Manufacturing       Manufacturing
9875                   Qx                  Qx
9876                   Mx                  Mx
9877                   Qx                  Qx
9878                   Mx                  Mx
9879                   Qx                  Qx
9880                   Qx                  Qx
9881                   Qx                  Qx
9882                   Qx                  Qx
9883                   Qx                  Qx
9884                   Qx                  Qx
9885                   Qx                  Qx
9886                   Qx                  Qx
9887                   Qx                  Qx
9888                   Qx                  Qx
9889                   Qx                  Qx
9890                   Qx                  Qx
9891                   Qx                  Qx
9892                   Qx                  Qx
9893                   Qx                  Qx
9894                   Mx                  Mx
9895              Quality             Quality
9896                   Qx                  Qx
9897                   Qx                  Qx
9898                   Mx                  Mx
9899                   Qx                  Qx
9900                   Qx                  Qx
9901                   Mx                  Mx
9902                   Mx                  Mx
9903                   Qx                  Qx
9904                   Mx                  Mx
9905                   Mx                  Mx
9906             Platform            Platform
9907                   Qx                  Qx
9908                   Mx                  Mx
9909                   Qx                  Qx
9910           Regulatory          Regulatory
9911                   Qx                  Qx
9912                   Mx                  Mx
9913              Quality             Quality
9914  Product Development Product Development
9915                   Mx                  Mx
9916                   Qx                  Qx
9917                   Qx                  Qx
9918                   Mx                  Mx
9919              Quality             Quality
9920                   Qx                  Qx
9921                   Qx                  Qx
9922                   Mx                  Mx
9923                   Qx                  Qx
9924                   Qx                  Qx
9925                   Qx                  Qx
9926                   Qx                  Qx
9927                   Qx                  Qx
9928                   Qx                  Qx
9929                   Qx                  Qx
9930                   Qx                  Qx
9931                   Mx                  Mx
9932                   Mx                  Mx
9933                   Mx                  Mx
9934                   Mx                  Mx
9935                   Mx                  Mx
9936                   Mx                  Mx
9937                   Mx                  Mx
9938                   Qx                  Qx
9939                   Mx                  Mx
9940                   Qx                  Qx
9941                   Qx                  Qx
9942                   Qx                  Qx
9943              Quality             Quality
9944                   Qx                  Qx
9945                   Qx                  Qx
9946                   Qx                  Qx
9947                   Qx                  Qx
9948                   Qx                  Qx
9949                   Qx                  Qx
9950                   Qx                  Qx
9951                   Qx                  Qx
9952                   Qx                  Qx
9953                   Qx                  Qx
9954                   Qx                  Qx
9955                   Mx                  Mx
9956                   Mx                  Mx
9957                   Qx                  Qx
9958                   Qx                  Qx
9959                   Qx                  Qx
9960                   Mx                  Mx
9961                   Qx                  Qx
9962                   Mx                  Mx
9963                   Mx                  Mx
9964                   Mx                  Mx
9965                   Qx                  Qx
9966        Manufacturing       Manufacturing
9967                   Mx                  Mx
9968                   Qx                  Qx
9969                   Mx                  Mx
9970                   Mx                  Mx
9971                   Mx                  Mx
9972                   Mx                  Mx
9973                   Qx                  Qx
9974                   Mx                  Mx
9975                   Mx                  Mx
9976                   Mx                  Mx
9977                   Mx                  Mx
9978                   Mx                  Mx
9979                   Mx                  Mx
9980                   Mx                  Mx
9981                   Mx                  Mx
9982                   Mx                  Mx
9983                   Qx                  Qx
9984                   Qx                  Qx
9985                   Mx                  Mx
9986                   Qx                  Qx
9987  Product Development Product Development
9988             Low Info            Low Info
9989                   Qx                  Qx
9990             Low Info            Low Info
9991                   Qx                  Qx
9992                   Qx                  Qx
9993                   Qx                  Qx
9994                   Mx                  Mx
9995                   Mx                  Mx
9996                   Mx                  Mx
9997                   Mx                  Mx
9998                   Mx                  Mx
9999                   Mx                  Mx
10000                  Mx                  Mx
10001                  Qx                  Qx
10002                  Mx                  Mx
10003                  Qx                  Qx
10004                  Qx                  Qx
10005                  Mx                  Mx
10006                  Mx                  Mx
10007                  Qx                  Qx
10008            Logbooks            Logbooks
10009            Low Info            Low Info
10010                  Qx                  Qx
10011                  Qx                  Qx
10012                  Mx                  Mx
10013                  Qx                  Qx
10014                  Mx                  Mx
10015                  Mx                  Mx
10016                  Mx                  Mx
10017                  Mx                  Mx
10018                  Mx                  Mx
10019                  Mx                  Mx
10020                  Qx                  Qx
10021                  Qx                  Qx
10022                  Qx                  Qx
10023                  Qx                  Qx
10024                  Qx                  Qx
10025                  Qx                  Qx
10026                  Qx                  Qx
10027                  Qx                  Qx
10028                  Mx                  Mx
10029                  Mx                  Mx
10030                  Mx                  Mx
10031                  Mx                  Mx
10032                  Mx                  Mx
10033                  Mx                  Mx
10034                  Mx                  Mx
10035                  Mx                  Mx
10036                  Mx                  Mx
10037            Platform            Platform
10038                  Qx                  Qx
10039                  Qx                  Qx
10040                  Qx                  Qx
10041                  Qx                  Qx
10042                  Qx                  Qx
10043                  Mx                  Mx
10044             Quality             Quality
10045                  Qx                  Qx
10046            Platform            Platform
10047            Platform            Platform
10048            Platform            Platform
10049                  Qx                  Qx
10050                  Mx                  Mx
10051                  Mx                  Mx
10052                  Mx                  Mx
10053                  Mx                  Mx
10054                  Mx                  Mx
10055                  Qx                  Qx
10056                  Qx                  Qx
10057                  Mx                  Mx
10058                  Qx                  Qx
10059                  Qx                  Qx
10060                  Qx                  Qx
10061                  Qx                  Qx
10062                  Qx                  Qx
10063                  Qx                  Qx
10064                  Mx                  Mx
10065                  Mx                  Mx
10066                  Mx                  Mx
10067                  Qx                  Qx
10068                  Qx                  Qx
10069            Logbooks            Logbooks
10070                  Mx                  Mx
10071                  Qx                  Qx
10072                  Mx                  Mx
10073                  Mx                  Mx
10074                  Mx                  Mx
10075                  Mx                  Mx
10076                  Qx                  Qx
10077                  Mx                  Mx
10078                  Qx                  Qx
10079             Quality             Quality
10080                  Mx                  Mx
10081             Quality             Quality
10082                  Qx                  Qx
10083                  Mx                  Mx
10084            Platform            Platform
10085                  Mx                  Mx
10086                  Qx                  Qx
10087                  Qx                  Qx
10088                  Mx                  Mx
10089                  Qx                  Qx
10090                  Qx                  Qx
10091                  Qx                  Qx
10092                  Mx                  Mx
10093                  Qx                  Qx
10094                  Qx                  Qx
10095            Platform            Platform
10096                  Mx                  Mx
10097                  Mx                  Mx
10098                  Mx                  Mx
10099                  Mx                  Mx
10100                  Mx                  Mx
10101                  Mx                  Mx
10102             Quality             Quality
10103                  Qx                  Qx
10104                  Qx                  Qx
10105            Logbooks            Logbooks
10106                  Qx                  Qx
10107                  Qx                  Qx
10108                  Qx                  Qx
10109                  Qx                  Qx
10110                  Mx                  Mx
10111                  Mx                  Mx
10112                  Mx                  Mx
10113                  Mx                  Mx
10114                  Mx                  Mx
10115                  Mx                  Mx
10116                  Qx                  Qx
10117                  Qx                  Qx
10118                  Mx                  Mx
10119                  Mx                  Mx
10120                  Mx                  Mx
10121                  Mx                  Mx
10122       Manufacturing       Manufacturing
10123                  Qx                  Qx
10124                  Qx                  Qx
10125                  Mx                  Mx
10126                  Qx                  Qx
10127                  Qx                  Qx
10128                  Qx                  Qx
10129                  Qx                  Qx
10130                  Qx                  Qx
10131                  Mx                  Mx
10132                  Qx                  Qx
10133                  Mx                  Mx
10134                  Mx                  Mx
10135            Low Info            Low Info
10136                  Qx                  Qx
10137                  Qx                  Qx
10138                  Qx                  Qx
10139                  Mx                  Mx
10140                  Mx                  Mx
10141                  Mx                  Mx
10142                  Mx                  Mx
10143                  Mx                  Mx
10144                  Mx                  Mx
10145                  Qx                  Qx
10146                  Qx                  Qx
10147                  Mx                  Mx
10148                  Mx                  Mx
10149                  Mx                  Mx
10150                  Mx                  Mx
10151                  Mx                  Mx
10152                  Mx                  Mx
10153                  Mx                  Mx
10154                  Mx                  Mx
10155                  Qx                  Qx
10156                  Qx                  Qx
10157            Logbooks            Logbooks
10158                  Mx                  Mx
10159                  Qx                  Qx
10160                  Qx                  Qx
10161                  Qx                  Qx
10162                  Qx                  Qx
10163                  Qx                  Qx
10164             Quality             Quality
10165                  Qx                  Qx
10166                  Qx                  Qx
10167                  Qx                  Qx
10168                  Qx                  Qx
10169                  Qx                  Qx
10170                  Qx                  Qx
10171                  Qx                  Qx
10172                  Qx                  Qx
10173                  Qx                  Qx
10174             Quality             Quality
10175                  Qx                  Qx
10176            Low Info            Low Info
10177                  Qx                  Qx
10178                  Qx                  Qx
10179                  Mx                  Mx
10180            Platform            Platform
10181                  Qx                  Qx
10182                  Qx                  Qx
10183                  Mx                  Mx
10184                  Qx                  Qx
10185                  Qx                  Qx
10186                  Qx                  Qx
10187                  Qx                  Qx
10188                  Qx                  Qx
10189                  Qx                  Qx
10190            Low Info            Low Info
10191                  Qx                  Qx
10192                  Qx                  Qx
10193                  Qx                  Qx
10194                  Qx                  Qx
10195                  Mx                  Mx
10196                  Qx                  Qx
10197                  Mx                  Mx
10198                  Qx                  Qx
10199                  Mx                  Mx
10200                  Mx                  Mx
10201                  Qx                  Qx
10202                  Qx                  Qx
10203            Low Info            Low Info
10204                  Mx                  Mx
10205                  Mx                  Mx
10206                  Qx                  Qx
10207                  Qx                  Qx
10208                  Mx                  Mx
10209                  Qx                  Qx
10210                  Qx                  Qx
10211                  Qx                  Qx
10212                  Qx                  Qx
10213                  Qx                  Qx
10214             Quality             Quality
10215                  Mx                  Mx
10216            Platform            Platform
10217                  Qx                  Qx
10218            Low Info            Low Info
10219                  Qx                  Qx
10220                  Qx                  Qx
10221                  Mx                  Mx
10222                  Mx                  Mx
10223                  Qx                  Qx
10224                  Qx                  Qx
10225                  Mx                  Mx
10226                  Qx                  Qx
10227                  Qx                  Qx
10228                  Qx                  Qx
10229                  Qx                  Qx
10230                  Qx                  Qx
10231                  Qx                  Qx
10232            Low Info            Low Info
10233            Platform            Platform
10234            Platform            Platform
10235                  Qx                  Qx
10236                  Qx                  Qx
10237                  Qx                  Qx
10238                  Qx                  Qx
10239             Quality             Quality
10240                  Mx                  Mx
10241                  Qx                  Qx
10242                  Qx                  Qx
10243                  Mx                  Mx
10244                  Qx                  Qx
10245                  Qx                  Qx
10246                  Qx                  Qx
10247                  Qx                  Qx
10248             Quality             Quality
10249                  Qx                  Qx
10250                  Qx                  Qx
10251                  Qx                  Qx
10252                  Mx                  Mx
10253             Quality             Quality
10254                  Qx                  Qx
10255                  Qx                  Qx
10256                  Mx                  Mx
10257             Quality             Quality
10258                  Mx                  Mx
10259                  Mx                  Mx
10260                  Qx                  Qx
10261                  Qx                  Qx
10262                  Qx                  Qx
10263                  Qx                  Qx
10264                  Qx                  Qx
10265                  Mx                  Mx
10266                  Mx                  Mx
10267                  Mx                  Mx
10268            Low Info            Low Info
10269                  Qx                  Qx
10270                  Qx                  Qx
10271            Low Info            Low Info
10272                  Qx                  Qx
10273             Quality             Quality
10274            Low Info            Low Info
10275             Quality             Quality
10276                  Qx                  Qx
10277            Supplier            Supplier
10278                  Qx                  Qx
10279                  Qx                  Qx
10280            Low Info            Low Info
10281                  Mx                  Mx
10282                  Qx                  Qx
10283                  Qx                  Qx
10284             Quality             Quality
10285                  Mx                  Mx
10286                  Mx                  Mx
10287                  Mx                  Mx
10288          Regulatory          Regulatory
10289                  Mx                  Mx
10290             Quality             Quality
10291                  Qx                  Qx
10292                  Qx                  Qx
10293            Platform            Platform
10294                  Qx                  Qx
10295                  Qx                  Qx
10296            Low Info            Low Info
10297                  Qx                  Qx
10298            Platform            Platform
10299                  Qx                  Qx
10300                  Qx                  Qx
10301             Quality             Quality
10302                  Mx                  Mx
10303                  Qx                  Qx
10304                  Qx                  Qx
10305                  Qx                  Qx
10306                  Mx                  Mx
10307                  Mx                  Mx
10308                  Mx                  Mx
10309                  Qx                  Qx
10310                  Qx                  Qx
10311                  Qx                  Qx
10312            Low Info            Low Info
10313            Low Info            Low Info
10314                  Mx                  Mx
10315                  Mx                  Mx
10316            Low Info            Low Info
10317                  Qx                  Qx
10318                  Qx                  Qx
10319                  Mx                  Mx
10320                  Mx                  Mx
10321                  Qx                  Qx
10322                  Qx                  Qx
10323                  Qx                  Qx
10324                  Qx                  Qx
10325                  Mx                  Mx
10326                  Qx                  Qx
10327                  Qx                  Qx
10328            Platform            Platform
10329                  Qx                  Qx
10330                  Qx                  Qx
10331                  Qx                  Qx
10332            Logbooks            Logbooks
10333                  Mx                  Mx
10334                  Qx                  Qx
10335                  Qx                  Qx
10336                  Qx                  Qx
10337 Product Development Product Development
10338                  Qx                  Qx
10339                  Qx                  Qx
10340                  Qx                  Qx
10341                  Qx                  Qx
10342                  Qx                  Qx
10343            Low Info            Low Info
10344                  Qx                  Qx
10345                  Qx                  Qx
10346                  Qx                  Qx
10347                  Qx                  Qx
10348                  Qx                  Qx
10349                  Qx                  Qx
10350                  Mx                  Mx
10351       Manufacturing       Manufacturing
10352                  Mx                  Mx
10353             Quality             Quality
10354             Quality             Quality
10355       Manufacturing       Manufacturing
10356                  Qx                  Qx
10357             Quality             Quality
10358                  Qx                  Qx
10359                  Mx                  Mx
10360                  Mx                  Mx
10361                  Qx                  Qx
10362             Quality             Quality
10363                  Qx                  Qx
10364                  Qx                  Qx
10365                  Qx                  Qx
10366                  Qx                  Qx
10367       Manufacturing       Manufacturing
10368             Quality             Quality
10369                  Qx                  Qx
10370                  Qx                  Qx
10371                  Qx                  Qx
10372                  Qx                  Qx
10373                  Qx                  Qx
10374                  Mx                  Mx
10375                  Mx                  Mx
10376             Quality             Quality
10377                  Mx                  Mx
10378                  Mx                  Mx
10379                  Mx                  Mx
10380                  Qx                  Qx
10381                  Qx                  Qx
10382                  Qx                  Qx
10383                  Qx                  Qx
10384                  Mx                  Mx
10385                  Qx                  Qx
10386                  Mx                  Mx
10387            Logbooks            Logbooks
10388            Platform            Platform
10389          Regulatory          Regulatory
10390                  Qx                  Qx
10391                  Qx                  Qx
10392                  Qx                  Qx
10393                  Qx                  Qx
10394                  Qx                  Qx
10395                  Qx                  Qx
10396                  Qx                  Qx
10397 Product Development Product Development
10398                  Mx                  Mx
10399                  Mx                  Mx
10400                  Qx                  Qx
10401                  Mx                  Mx
10402                  Mx                  Mx
10403                  Qx                  Qx
10404                  Qx                  Qx
10405                  Qx                  Qx
10406                  Qx                  Qx
10407                  Qx                  Qx
10408            Low Info            Low Info
10409                  Mx                  Mx
10410             Quality             Quality
10411                  Qx                  Qx
10412                  Qx                  Qx
10413                  Qx                  Qx
10414                  Qx                  Qx
10415                  Qx                  Qx
10416                  Qx                  Qx
10417                  Qx                  Qx
10418                  Qx                  Qx
10419       Manufacturing       Manufacturing
10420                  Qx                  Qx
10421            Low Info            Low Info
10422                  Qx                  Qx
10423                  Qx                  Qx
10424            Low Info            Low Info
10425                  Qx                  Qx
10426                  Qx                  Qx
10427                  Qx                  Qx
10428                  Qx                  Qx
10429                  Qx                  Qx
10430                  Mx                  Mx
10431                  Qx                  Qx
10432                  Mx                  Mx
10433                  Qx                  Qx
10434            Clinical            Clinical
10435                  Qx                  Qx
10436                  Qx                  Qx
10437                  Qx                  Qx
10438                  Qx                  Qx
10439                  Qx                  Qx
10440                  Qx                  Qx
10441            Platform            Platform
10442             Quality             Quality
10443                  Qx                  Qx
10444                  Mx                  Mx
10445                  Qx                  Qx
10446                  Qx                  Qx
10447                  Qx                  Qx
10448                  Qx                  Qx
10449                  Qx                  Qx
10450                  Qx                  Qx
10451            Low Info            Low Info
10452                  Qx                  Qx
10453                  Qx                  Qx
10454                  Mx                  Mx
10455                  Qx                  Qx
10456             Quality             Quality
10457                  Qx                  Qx
10458                  Mx                  Mx
10459                  Mx                  Mx
10460                  Mx                  Mx
10461            Low Info            Low Info
10462                  Qx                  Qx
10463                  Qx                  Qx
10464             Quality             Quality
10465                  Qx                  Qx
10466             Quality             Quality
10467                  Qx                  Qx
10468            Platform            Platform
10469                  Qx                  Qx
10470                  Mx                  Mx
10471                  Mx                  Mx
10472                  Qx                  Qx
10473                  Mx                  Mx
10474                  Mx                  Mx
10475                  Mx                  Mx
10476       Manufacturing       Manufacturing
10477             Quality             Quality
10478            Platform            Platform
10479                  Mx                  Mx
10480                  Qx                  Qx
10481                  Qx                  Qx
10482            Low Info            Low Info
10483                  Mx                  Mx
10484                  Mx                  Mx
10485             Quality             Quality
10486                  Mx                  Mx
10487                  Qx                  Qx
10488                  Mx                  Mx
10489                  Mx                  Mx
10490             Quality             Quality
10491                  Qx                  Qx
10492            Platform            Platform
10493                  Qx                  Qx
10494                  Mx                  Mx
10495                  Mx                  Mx
10496                  Mx                  Mx
10497                  Mx                  Mx
10498                  Mx                  Mx
10499                  Mx                  Mx
10500                  Mx                  Mx
10501                  Qx                  Qx
10502                  Qx                  Qx
10503                  Mx                  Mx
10504                  Qx                  Qx
10505                  Qx                  Qx
10506                  Qx                  Qx
10507                  Qx                  Qx
10508                  Qx                  Qx
10509            Low Info            Low Info
10510                  Qx                  Qx
10511                  Qx                  Qx
10512                  Qx                  Qx
10513                  Qx                  Qx
10514                  Qx                  Qx
10515                  Qx                  Qx
10516                  Qx                  Qx
10517                  Qx                  Qx
10518                  Qx                  Qx
10519                  Qx                  Qx
10520                  Mx                  Mx
10521            Low Info            Low Info
10522                  Mx                  Mx
10523                  Qx                  Qx
10524            Logbooks            Logbooks
10525                  Mx                  Mx
10526                  Qx                  Qx
10527                  Mx                  Mx
10528                  Qx                  Qx
10529                  Qx                  Qx
10530                  Qx                  Qx
10531                  Qx                  Qx
10532                  Qx                  Qx
10533                  Qx                  Qx
10534                  Qx                  Qx
10535                  Mx                  Mx
10536                  Qx                  Qx
10537                  Mx                  Mx
10538                  Mx                  Mx
10539                  Qx                  Qx
10540            Platform            Platform
10541                  Qx                  Qx
10542                  Qx                  Qx
10543                  Qx                  Qx
10544            Logbooks            Logbooks
10545                  Qx                  Qx
10546                  Qx                  Qx
10547            Clinical            Clinical
10548                  Qx                  Qx
10549             Quality             Quality
10550                  Mx                  Mx
10551                  Qx                  Qx
10552                  Mx                  Mx
10553                  Mx                  Mx
10554             Quality             Quality
10555                  Qx                  Qx
10556                  Qx                  Qx
10557                  Qx                  Qx
10558                  Qx                  Qx
10559                  Qx                  Qx
10560                  Mx                  Mx
10561                  Qx                  Qx
10562                  Qx                  Qx
10563                  Qx                  Qx
10564                  Qx                  Qx
10565                  Qx                  Qx
10566                  Qx                  Qx
10567                  Qx                  Qx
10568                  Qx                  Qx
10569                  Qx                  Qx
10570                  Qx                  Qx
10571                  Qx                  Qx
10572                  Qx                  Qx
10573             Quality             Quality
10574                  Qx                  Qx
10575                  Qx                  Qx
10576                  Qx                  Qx
10577                  Qx                  Qx
10578                  Qx                  Qx
10579                  Qx                  Qx
10580            Platform            Platform
10581            Low Info            Low Info
10582             Quality             Quality
10583             Quality             Quality
10584             Quality             Quality
10585                  Qx                  Qx
10586                  Qx                  Qx
10587             Quality             Quality
10588                  Qx                  Qx
10589            Platform            Platform
10590                  Qx                  Qx
10591                  Qx                  Qx
10592             Quality             Quality
10593                  Mx                  Mx
10594                  Mx                  Mx
10595                  Qx                  Qx
10596                  Qx                  Qx
10597                  Qx                  Qx
10598                  Mx                  Mx
10599                  Mx                  Mx
10600                  Qx                  Qx
10601                  Qx                  Qx
10602                  Mx                  Mx
10603            Platform            Platform
10604                  Qx                  Qx
10605                  Mx                  Mx
10606            Low Info            Low Info
10607                  Qx                  Qx
10608            Low Info            Low Info
10609                  Mx                  Mx
10610                  Qx                  Qx
10611                  Qx                  Qx
10612                  Mx                  Mx
10613                  Mx                  Mx
10614                  Qx                  Qx
10615             Quality             Quality
10616                  Mx                  Mx
10617                  Qx                  Qx
10618                  Mx                  Mx
10619            Low Info            Low Info
10620       Manufacturing       Manufacturing
10621                  Mx                  Mx
10622                  Qx                  Qx
10623                  Mx                  Mx
10624                  Qx                  Qx
10625                  Qx                  Qx
10626                  Qx                  Qx
10627                  Mx                  Mx
10628            Low Info            Low Info
10629                  Qx                  Qx
10630                  Mx                  Mx
10631                  Qx                  Qx
10632                  Mx                  Mx
10633                  Mx                  Mx
10634                  Mx                  Mx
10635                  Qx                  Qx
10636            Low Info            Low Info
10637                  Qx                  Qx
10638                  Qx                  Qx
10639                  Qx                  Qx
10640                  Qx                  Qx
10641                  Qx                  Qx
10642             Quality             Quality
10643                  Qx                  Qx
10644                  Qx                  Qx
10645                  Mx                  Mx
10646                  Mx                  Mx
10647                  Qx                  Qx
10648             Quality             Quality
10649                  Mx                  Mx
10650                  Mx                  Mx
10651            Logbooks            Logbooks
10652                  Mx                  Mx
10653                  Qx                  Qx
10654                  Qx                  Qx
10655                  Qx                  Qx
10656                  Qx                  Qx
10657                  Mx                  Mx
10658                  Qx                  Qx
10659                  Qx                  Qx
10660                  Qx                  Qx
10661                  Qx                  Qx
10662                  Qx                  Qx
10663                  Qx                  Qx
10664                  Qx                  Qx
10665                  Mx                  Mx
10666                  Mx                  Mx
10667                  Mx                  Mx
10668                  Mx                  Mx
10669                  Mx                  Mx
10670                  Qx                  Qx
10671                  Mx                  Mx
10672                  Mx                  Mx
10673                  Mx                  Mx
10674            Logbooks            Logbooks
10675                  Qx                  Qx
10676                  Qx                  Qx
10677                  Mx                  Mx
10678                  Qx                  Qx
10679                  Qx                  Qx
10680                  Mx                  Mx
10681                  Qx                  Qx
10682                  Qx                  Qx
10683                  Qx                  Qx
10684                  Qx                  Qx
10685                  Qx                  Qx
10686                  Mx                  Mx
10687                  Mx                  Mx
10688                  Mx                  Mx
10689                  Mx                  Mx
10690                  Qx                  Qx
10691                  Mx                  Mx
10692                  Mx                  Mx
10693                  Mx                  Mx
10694                  Mx                  Mx
10695                  Mx                  Mx
10696                  Mx                  Mx
10697                  Qx                  Qx
10698                  Qx                  Qx
10699       Manufacturing       Manufacturing
10700                  Qx                  Qx
10701                  Mx                  Mx
10702                  Qx                  Qx
10703             Quality             Quality
10704                  Qx                  Qx
10705                  Mx                  Mx
10706                  Mx                  Mx
10707                  Mx                  Mx
10708                  Mx                  Mx
10709                  Mx                  Mx
10710                  Mx                  Mx
10711                  Mx                  Mx
10712                  Qx                  Qx
10713                  Qx                  Qx
10714                  Qx                  Qx
10715                  Mx                  Mx
10716                  Qx                  Qx
10717                  Qx                  Qx
10718                  Qx                  Qx
10719                  Qx                  Qx
10720                  Qx                  Qx
10721                  Qx                  Qx
10722                  Mx                  Mx
10723                  Mx                  Mx
10724             Quality             Quality
10725                  Qx                  Qx
10726                  Qx                  Qx
10727                  Qx                  Qx
10728            Low Info            Low Info
10729             Quality             Quality
10730             Quality             Quality
10731                  Qx                  Qx
10732                  Mx                  Mx
10733            Low Info            Low Info
10734                  Qx                  Qx
10735            Low Info            Low Info
10736                  Qx                  Qx
10737                  Qx                  Qx
10738             Quality             Quality
10739                  Mx                  Mx
10740                  Qx                  Qx
10741                  Mx                  Mx
10742                  Mx                  Mx
10743                  Mx                  Mx
10744                  Mx                  Mx
10745                  Mx                  Mx
10746                  Mx                  Mx
10747                  Mx                  Mx
10748                  Qx                  Qx
10749                  Qx                  Qx
10750                  Qx                  Qx
10751             Quality             Quality
10752                  Qx                  Qx
10753                  Mx                  Mx
10754            Low Info            Low Info
10755                  Qx                  Qx
10756                  Qx                  Qx
10757                  Qx                  Qx
10758                  Mx                  Mx
10759                  Qx                  Qx
10760                  Qx                  Qx
10761                  Qx                  Qx
10762                  Qx                  Qx
10763                  Qx                  Qx
10764 Product Development Product Development
10765                  Qx                  Qx
10766             Quality             Quality
10767            Low Info            Low Info
10768            Low Info            Low Info
10769                  Qx                  Qx
10770                  Qx                  Qx
10771                  Qx                  Qx
10772                  Qx                  Qx
10773                  Qx                  Qx
10774                  Qx                  Qx
10775                  Qx                  Qx
10776       Manufacturing       Manufacturing
10777                  Qx                  Qx
10778                  Qx                  Qx
10779                  Qx                  Qx
10780                  Qx                  Qx
10781                  Qx                  Qx
10782                  Qx                  Qx
10783                  Qx                  Qx
10784                  Qx                  Qx
10785                  Qx                  Qx
10786                  Mx                  Mx
10787                  Qx                  Qx
10788             Quality             Quality
10789             Quality             Quality
10790                  Qx                  Qx
10791                  Qx                  Qx
10792            Supplier            Supplier
10793                  Qx                  Qx
10794                  Qx                  Qx
10795             Quality             Quality
10796                  Qx                  Qx
10797                  Qx                  Qx
10798                  Qx                  Qx
10799                  Qx                  Qx
10800                  Qx                  Qx
10801            Low Info            Low Info
10802                  Qx                  Qx
10803                  Mx                  Mx
10804                  Mx                  Mx
10805                  Qx                  Qx
10806                  Mx                  Mx
10807                  Qx                  Qx
10808                  Qx                  Qx
10809                  Qx                  Qx
10810                  Mx                  Mx
10811                  Qx                  Qx
10812             Quality             Quality
10813                  Qx                  Qx
10814                  Qx                  Qx
10815                  Qx                  Qx
10816                  Qx                  Qx
10817                  Mx                  Mx
10818                  Mx                  Mx
10819                  Qx                  Qx
10820                  Mx                  Mx
10821             Quality             Quality
10822                  Qx                  Qx
10823                  Qx                  Qx
10824                  Qx                  Qx
10825                  Mx                  Mx
10826                  Mx                  Mx
10827                  Qx                  Qx
10828                  Qx                  Qx
10829            Low Info            Low Info
10830             Quality             Quality
10831                  Qx                  Qx
10832            Low Info            Low Info
10833                  Qx                  Qx
10834             Quality             Quality
10835                  Mx                  Mx
10836                  Mx                  Mx
10837                  Qx                  Qx
10838          Regulatory          Regulatory
10839                  Qx                  Qx
10840            Platform            Platform
10841                  Qx                  Qx
10842                  Mx                  Mx
10843                  Mx                  Mx
10844                  Mx                  Mx
10845                  Mx                  Mx
10846                  Mx                  Mx
10847             Quality             Quality
10848                  Mx                  Mx
10849                  Mx                  Mx
10850                  Qx                  Qx
10851                  Qx                  Qx
10852            Low Info            Low Info
10853                  Qx                  Qx
10854            Low Info            Low Info
10855                  Qx                  Qx
10856                  Qx                  Qx
10857                  Qx                  Qx
10858                  Mx                  Mx
10859                  Mx                  Mx
10860                  Mx                  Mx
10861                  Mx                  Mx
10862                  Mx                  Mx
10863                  Mx                  Mx
10864                  Mx                  Mx
10865                  Mx                  Mx
10866                  Mx                  Mx
10867                  Mx                  Mx
10868                  Mx                  Mx
10869                  Qx                  Qx
10870                  Qx                  Qx
10871                  Qx                  Qx
10872                  Qx                  Qx
10873                  Qx                  Qx
10874                  Qx                  Qx
10875            Low Info            Low Info
10876            Platform            Platform
10877                  Qx                  Qx
10878                  Mx                  Mx
10879                  Mx                  Mx
10880                  Mx                  Mx
10881            Low Info            Low Info
10882                  Qx                  Qx
10883            Platform            Platform
10884                  Mx                  Mx
10885                  Qx                  Qx
10886                  Qx                  Qx
10887                  Qx                  Qx
10888            Low Info            Low Info
10889                  Qx                  Qx
10890                  Qx                  Qx
10891                  Qx                  Qx
10892            Low Info            Low Info
10893                  Mx                  Mx
10894             Quality             Quality
10895                  Qx                  Qx
10896                  Mx                  Mx
10897                  Mx                  Mx
10898                  Qx                  Qx
10899             Quality             Quality
10900                  Mx                  Mx
10901                  Qx                  Qx
10902                  Qx                  Qx
10903                  Mx                  Mx
10904                  Mx                  Mx
10905                  Qx                  Qx
10906                  Qx                  Qx
10907                  Qx                  Qx
10908            Low Info            Low Info
10909            Low Info            Low Info
10910                  Qx                  Qx
10911                  Qx                  Qx
10912                  Qx                  Qx
10913                  Mx                  Mx
10914                  Qx                  Qx
10915            Low Info            Low Info
10916                  Qx                  Qx
10917                  Mx                  Mx
10918                  Qx                  Qx
10919                  Qx                  Qx
10920                  Qx                  Qx
10921            Low Info            Low Info
10922                  Qx                  Qx
10923                  Mx                  Mx
10924            Low Info            Low Info
10925                  Qx                  Qx
10926                  Mx                  Mx
10927                  Qx                  Qx
10928                  Qx                  Qx
10929                  Qx                  Qx
10930                  Qx                  Qx
10931                  Qx                  Qx
10932                  Qx                  Qx
10933                  Qx                  Qx
10934                  Qx                  Qx
10935                  Qx                  Qx
10936                  Qx                  Qx
10937                  Qx                  Qx
10938                  Qx                  Qx
10939                  Qx                  Qx
10940                  Qx                  Qx
10941                  Qx                  Qx
10942                  Qx                  Qx
10943             Quality             Quality
10944                  Qx                  Qx
10945                  Qx                  Qx
10946                  Qx                  Qx
10947                  Qx                  Qx
10948                  Qx                  Qx
10949                  Mx                  Mx
10950            Low Info            Low Info
10951                  Qx                  Qx
10952             Quality             Quality
10953             Quality             Quality
10954             Quality             Quality
10955                  Qx                  Qx
10956                  Mx                  Mx
10957                  Mx                  Mx
10958                  Qx                  Qx
10959                  Qx                  Qx
10960             Quality             Quality
10961                  Mx                  Mx
10962             Quality             Quality
10963             Quality             Quality
10964             Quality             Quality
10965             Quality             Quality
10966                  Mx                  Mx
10967                  Qx                  Qx
10968             Quality             Quality
10969       Manufacturing       Manufacturing
10970             Quality             Quality
10971             Quality             Quality
10972             Quality             Quality
10973             Quality             Quality
10974                  Mx                  Mx
10975             Quality             Quality
10976                  Qx                  Qx
10977                  Qx                  Qx
10978             Quality             Quality
10979                  Qx                  Qx
10980                  Qx                  Qx
10981                  Qx                  Qx
10982            Low Info            Low Info
10983             Quality             Quality
10984                  Qx                  Qx
10985            Logbooks            Logbooks
10986                  Mx                  Mx
10987                  Qx                  Qx
10988                  Qx                  Qx
10989                  Qx                  Qx
10990                  Mx                  Mx
10991                  Qx                  Qx
10992                  Qx                  Qx
10993                  Qx                  Qx
10994                  Qx                  Qx
10995            Logbooks            Logbooks
10996                  Qx                  Qx
10997            Clinical            Clinical
10998                  Qx                  Qx
10999             Quality             Quality
11000            Low Info            Low Info
11001             Quality             Quality
11002                  Qx                  Qx
11003                  Qx                  Qx
11004       Manufacturing       Manufacturing
11005                  Mx                  Mx
11006            Low Info            Low Info
11007       Manufacturing       Manufacturing
11008                  Qx                  Qx
11009                  Qx                  Qx
11010            Low Info            Low Info
11011                  Qx                  Qx
11012                  Mx                  Mx
11013            Low Info            Low Info
11014                  Qx                  Qx
11015                  Qx                  Qx
11016             Quality             Quality
11017             Quality             Quality
11018                  Qx                  Qx
11019                  Mx                  Mx
11020                  Mx                  Mx
11021                  Mx                  Mx
11022                  Mx                  Mx
11023                  Mx                  Mx
11024                  Qx                  Qx
11025                  Qx                  Qx
11026                  Qx                  Qx
11027                  Qx                  Qx
11028                  Qx                  Qx
11029                  Qx                  Qx
11030                  Qx                  Qx
11031                  Qx                  Qx
11032                  Mx                  Mx
11033                  Qx                  Qx
11034                  Qx                  Qx
11035                  Qx                  Qx
11036             Quality             Quality
11037                  Qx                  Qx
11038                  Mx                  Mx
11039                  Qx                  Qx
11040             Quality             Quality
11041                  Qx                  Qx
11042                  Qx                  Qx
11043                  Mx                  Mx
11044                  Qx                  Qx
11045                  Mx                  Mx
11046                  Qx                  Qx
11047             Quality             Quality
11048                  Qx                  Qx
11049                  Mx                  Mx
11050                  Qx                  Qx
11051             Quality             Quality
11052                  Qx                  Qx
11053            Low Info            Low Info
11054                  Qx                  Qx
11055            Low Info            Low Info
11056                  Ax                  Ax
11057                  Qx                  Qx
11058       Manufacturing       Manufacturing
11059             Quality             Quality
11060                  Qx                  Qx
11061                  Qx                  Qx
11062                  Qx                  Qx
11063                  Qx                  Qx
11064            Low Info            Low Info
11065                  Qx                  Qx
11066                  Qx                  Qx
11067                  Qx                  Qx
11068            Low Info            Low Info
11069                  Qx                  Qx
11070                  Qx                  Qx
11071            Low Info            Low Info
11072            Low Info            Low Info
11073                  Qx                  Qx
11074                  Mx                  Mx
11075       Manufacturing       Manufacturing
11076                  Qx                  Qx
11077                  Qx                  Qx
11078                  Mx                  Mx
11079                  Qx                  Qx
11080            Low Info            Low Info
11081                  Qx                  Qx
11082                  Qx                  Qx
11083                  Qx                  Qx
11084                  Mx                  Mx
11085                  Qx                  Qx
11086            Platform            Platform
11087            Low Info            Low Info
11088                  Qx                  Qx
11089                  Qx                  Qx
11090                  Mx                  Mx
11091             Quality             Quality
11092                  Mx                  Mx
11093                  Qx                  Qx
11094                  Mx                  Mx
11095                  Qx                  Qx
11096                  Qx                  Qx
11097            Low Info            Low Info
11098            Low Info            Low Info
11099             Quality             Quality
11100                  Qx                  Qx
11101            Low Info            Low Info
11102             Quality             Quality
11103                  Qx                  Qx
11104                  Qx                  Qx
11105            Low Info            Low Info
11106                  Qx                  Qx
11107                  Qx                  Qx
11108                  Qx                  Qx
11109                  Qx                  Qx
11110                  Qx                  Qx
11111                  Mx                  Mx
11112                  Qx                  Qx
11113            Logbooks            Logbooks
11114                  Qx                  Qx
11115                  Mx                  Mx
11116                  Mx                  Mx
11117                  Qx                  Qx
11118                  Qx                  Qx
11119                  Qx                  Qx
11120                  Mx                  Mx
11121                  Qx                  Qx
11122                  Mx                  Mx
11123             Quality             Quality
11124                  Qx                  Qx
11125                  Qx                  Qx
11126                  Mx                  Mx
11127                  Mx                  Mx
11128                  Mx                  Mx
11129                  Qx                  Qx
11130                  Qx                  Qx
11131       Manufacturing       Manufacturing
11132                  Qx                  Qx
11133                  Mx                  Mx
11134                  Mx                  Mx
11135             Quality             Quality
11136                  Qx                  Qx
11137                  Qx                  Qx
11138                  Qx                  Qx
11139                  Qx                  Qx
11140                  Mx                  Mx
11141                  Mx                  Mx
11142                  Mx                  Mx
11143                  Qx                  Qx
11144                  Mx                  Mx
11145                  Qx                  Qx
11146       Manufacturing       Manufacturing
11147       Manufacturing       Manufacturing
11148                  Qx                  Qx
11149                  Ax                  Ax
11150                  Mx                  Mx
11151                  Qx                  Qx
11152                  Mx                  Mx
11153                  Qx                  Qx
11154                  Qx                  Qx
11155                  Qx                  Qx
11156                  Qx                  Qx
11157                  Qx                  Qx
11158            Low Info            Low Info
11159            Low Info            Low Info
11160                  Mx                  Mx
11161                  Qx                  Qx
11162            Supplier            Supplier
11163                  Qx                  Qx
11164                  Qx                  Qx
11165                  Qx                  Qx
11166                  Qx                  Qx
11167            Platform            Platform
11168             Quality             Quality
11169                  Qx                  Qx
11170            Low Info            Low Info
11171                  Qx                  Qx
11172                  Qx                  Qx
11173                  Mx                  Mx
11174                  Qx                  Qx
11175                  Qx                  Qx
11176                  Qx                  Qx
11177                  Mx                  Mx
11178                  Qx                  Qx
11179                  Qx                  Qx
11180            Logbooks            Logbooks
11181            Low Info            Low Info
11182                  Qx                  Qx
11183                  Qx                  Qx
11184                  Qx                  Qx
11185            Low Info            Low Info
11186                  Qx                  Qx
11187                  Qx                  Qx
11188                  Qx                  Qx
11189            Low Info            Low Info
11190            Low Info            Low Info
11191                  Qx                  Qx
11192                  Mx                  Mx
11193                  Qx                  Qx
11194                  Mx                  Mx
11195                  Qx                  Qx
11196                  Qx                  Qx
11197                  Qx                  Qx
11198                  Qx                  Qx
11199            Low Info            Low Info
11200             Quality             Quality
11201                  Qx                  Qx
11202                  Qx                  Qx
11203             Quality             Quality
11204                  Qx                  Qx
11205                  Qx                  Qx
11206                  Mx                  Mx
11207            Low Info            Low Info
11208                  Qx                  Qx
11209                  Qx                  Qx
11210                  Qx                  Qx
11211                  Qx                  Qx
11212                  Qx                  Qx
11213                  Mx                  Mx
11214                  Qx                  Qx
11215                  Qx                  Qx
11216             Quality             Quality
11217             Quality             Quality
11218                  Qx                  Qx
11219                  Qx                  Qx
11220                  Qx                  Qx
11221                  Qx                  Qx
11222                  Qx                  Qx
11223                  Qx                  Qx
11224                  Qx                  Qx
11225                  Qx                  Qx
11226            Platform            Platform
11227                  Qx                  Qx
11228                  Qx                  Qx
11229                  Qx                  Qx
11230                  Mx                  Mx
11231                  Qx                  Qx
11232                  Qx                  Qx
11233                  Qx                  Qx
11234            Logbooks            Logbooks
11235             Quality             Quality
11236             Quality             Quality
11237                  Qx                  Qx
11238            Low Info            Low Info
11239                  Qx                  Qx
11240            Logbooks            Logbooks
11241                  Qx                  Qx
11242                  Qx                  Qx
11243                  Qx                  Qx
11244                  Mx                  Mx
11245                  Qx                  Qx
11246                  Qx                  Qx
11247                  Mx                  Mx
11248             Quality             Quality
11249                  Qx                  Qx
11250                  Qx                  Qx
11251                  Qx                  Qx
11252                  Qx                  Qx
11253                  Qx                  Qx
11254                  Qx                  Qx
11255                  Qx                  Qx
11256                  Qx                  Qx
11257                  Qx                  Qx
11258                  Qx                  Qx
11259             Quality             Quality
11260                  Qx                  Qx
11261       Manufacturing       Manufacturing
11262                  Qx                  Qx
11263                  Qx                  Qx
11264                  Qx                  Qx
11265                  Qx                  Qx
11266       Manufacturing       Manufacturing
11267                  Qx                  Qx
11268                  Qx                  Qx
11269                  Qx                  Qx
11270                  Mx                  Mx
11271            Logbooks            Logbooks
11272                  Mx                  Mx
11273                  Qx                  Qx
11274                  Mx                  Mx
11275                  Mx                  Mx
11276                  Mx                  Mx
11277       Manufacturing       Manufacturing
11278                  Mx                  Mx
11279                  Mx                  Mx
11280                  Mx                  Mx
11281                  Qx                  Qx
11282                  Mx                  Mx
11283                  Qx                  Qx
11284                  Mx                  Mx
11285                  Qx                  Qx
11286             Quality             Quality
11287                  Qx                  Qx
11288                  Qx                  Qx
11289            Low Info            Low Info
11290                  Mx                  Mx
11291                  Mx                  Mx
11292                  Qx                  Qx
11293                  Qx                  Qx
11294                  Qx                  Qx
11295                  Qx                  Qx
11296                  Qx                  Qx
11297                  Mx                  Mx
11298                  Qx                  Qx
11299                  Mx                  Mx
11300                  Mx                  Mx
11301                  Mx                  Mx
11302                  Mx                  Mx
11303                  Mx                  Mx
11304                  Mx                  Mx
11305                  Mx                  Mx
11306                  Mx                  Mx
11307                  Mx                  Mx
11308                  Mx                  Mx
11309                  Mx                  Mx
11310            Logbooks            Logbooks
11311            Low Info            Low Info
11312                  Qx                  Qx
11313                  Qx                  Qx
11314                  Qx                  Qx
11315                  Qx                  Qx
11316                  Mx                  Mx
11317                  Mx                  Mx
11318            Logbooks            Logbooks
11319                  Qx                  Qx
11320                  Qx                  Qx
11321            Platform            Platform
11322             Quality             Quality
11323             Quality             Quality
11324                  Qx                  Qx
11325                  Mx                  Mx
11326                  Qx                  Qx
11327                  Qx                  Qx
11328             Quality             Quality
11329                  Qx                  Qx
11330                  Qx                  Qx
11331                  Qx                  Qx
11332             Quality             Quality
11333             Quality             Quality
11334                  Qx                  Qx
11335                  Qx                  Qx
11336                  Mx                  Mx
11337                  Qx                  Qx
11338                  Mx                  Mx
11339                  Mx                  Mx
11340            Low Info            Low Info
11341                  Qx                  Qx
11342                  Qx                  Qx
11343                  Qx                  Qx
11344             Quality             Quality
11345                  Qx                  Qx
11346                  Qx                  Qx
11347                  Qx                  Qx
11348            Low Info            Low Info
11349                  Qx                  Qx
11350             Quality             Quality
11351                  Qx                  Qx
11352                  Qx                  Qx
11353                  Qx                  Qx
11354                  Mx                  Mx
11355                  Qx                  Qx
11356                  Qx                  Qx
11357                  Qx                  Qx
11358            Low Info            Low Info
11359                  Qx                  Qx
11360                  Qx                  Qx
11361            Platform            Platform
11362                  Qx                  Qx
11363                  Qx                  Qx
11364                  Qx                  Qx
11365                  Qx                  Qx
11366                  Qx                  Qx
11367                  Qx                  Qx
11368          Regulatory          Regulatory
11369                  Mx                  Mx
11370                  Qx                  Qx
11371                  Qx                  Qx
11372            Logbooks            Logbooks
11373            Low Info            Low Info
11374                  Qx                  Qx
11375                  Qx                  Qx
11376                  Qx                  Qx
11377                  Qx                  Qx
11378                  Qx                  Qx
11379            Low Info            Low Info
11380             Quality             Quality
11381          Regulatory          Regulatory
11382                  Mx                  Mx
11383                  Qx                  Qx
11384                  Mx                  Mx
11385                  Qx                  Qx
11386                  Qx                  Qx
11387                  Qx                  Qx
11388                  Qx                  Qx
11389                  Qx                  Qx
11390                  Qx                  Qx
11391             Quality             Quality
11392                  Qx                  Qx
11393                  Qx                  Qx
11394                  Qx                  Qx
11395                  Qx                  Qx
11396            Platform            Platform
11397                  Qx                  Qx
11398                  Mx                  Mx
11399            Low Info            Low Info
11400                  Mx                  Mx
11401                  Qx                  Qx
11402            Low Info            Low Info
11403                  Qx                  Qx
11404                  Qx                  Qx
11405            Low Info            Low Info
11406                  Qx                  Qx
11407                  Qx                  Qx
11408                  Mx                  Mx
11409                  Qx                  Qx
11410                  Mx                  Mx
11411            Platform            Platform
11412            Low Info            Low Info
11413                  Qx                  Qx
11414                  Qx                  Qx
11415                  Qx                  Qx
11416                  Qx                  Qx
11417                  Mx                  Mx
11418                  Qx                  Qx
11419                  Qx                  Qx
11420                  Qx                  Qx
11421                  Mx                  Mx
11422                  Qx                  Qx
11423                  Qx                  Qx
11424                  Qx                  Qx
11425            Low Info            Low Info
11426                  Qx                  Qx
11427                  Qx                  Qx
11428                  Qx                  Qx
11429                  Qx                  Qx
11430                  Qx                  Qx
11431                  Qx                  Qx
11432                  Qx                  Qx
11433                  Qx                  Qx
11434                  Qx                  Qx
11435                  Qx                  Qx
11436                  Qx                  Qx
11437                  Qx                  Qx
11438                  Qx                  Qx
11439                  Qx                  Qx
11440                  Qx                  Qx
11441                  Qx                  Qx
11442                  Qx                  Qx
11443                  Qx                  Qx
11444                  Qx                  Qx
11445                  Mx                  Mx
11446                  Qx                  Qx
11447                  Qx                  Qx
11448                  Qx                  Qx
11449            Low Info            Low Info
11450            Supplier            Supplier
11451                  Qx                  Qx
11452            Low Info            Low Info
11453                  Qx                  Qx
11454                  Qx                  Qx
11455                  Mx                  Mx
11456                  Mx                  Mx
11457                  Mx                  Mx
11458                  Mx                  Mx
11459                  Mx                  Mx
11460                  Qx                  Qx
11461                  Qx                  Qx
11462                  Mx                  Mx
11463                  Mx                  Mx
11464                  Qx                  Qx
11465            Low Info            Low Info
11466                  Qx                  Qx
11467                  Qx                  Qx
11468            Platform            Platform
11469                  Qx                  Qx
11470                  Mx                  Mx
11471                  Mx                  Mx
11472                  Qx                  Qx
11473                  Qx                  Qx
11474                  Qx                  Qx
11475             Quality             Quality
11476                  Qx                  Qx
11477                  Qx                  Qx
11478                  Qx                  Qx
11479                  Mx                  Mx
11480                  Mx                  Mx
11481                  Mx                  Mx
11482                  Mx                  Mx
11483                  Mx                  Mx
11484            Low Info            Low Info
11485                  Qx                  Qx
11486                  Qx                  Qx
11487                  Mx                  Mx
11488                  Qx                  Qx
11489                  Qx                  Qx
11490                  Qx                  Qx
11491                  Qx                  Qx
11492            Logbooks            Logbooks
11493                  Qx                  Qx
11494                  Qx                  Qx
11495                  Qx                  Qx
11496                  Mx                  Mx
11497            Low Info            Low Info
11498                  Qx                  Qx
11499                  Qx                  Qx
11500       Manufacturing       Manufacturing
11501                  Qx                  Qx
11502             Quality             Quality
11503       Manufacturing       Manufacturing
11504                  Qx                  Qx
11505                  Mx                  Mx
11506                  Qx                  Qx
11507                  Qx                  Qx
11508             Quality             Quality
11509                  Qx                  Qx
11510                  Mx                  Mx
11511                  Qx                  Qx
11512          Regulatory          Regulatory
11513                  Qx                  Qx
11514                  Qx                  Qx
11515                  Mx                  Mx
11516       Manufacturing       Manufacturing
11517                  Qx                  Qx
11518                  Qx                  Qx
11519                  Qx                  Qx
11520                  Qx                  Qx
11521                  Qx                  Qx
11522                  Qx                  Qx
11523             Quality             Quality
11524                  Mx                  Mx
11525                  Qx                  Qx
11526                  Qx                  Qx
11527                  Qx                  Qx
11528            Low Info            Low Info
11529                  Qx                  Qx
11530                  Qx                  Qx
11531                  Qx                  Qx
11532                  Qx                  Qx
11533                  Qx                  Qx
11534                  Qx                  Qx
11535                  Qx                  Qx
11536                  Qx                  Qx
11537                  Qx                  Qx
11538                  Qx                  Qx
11539                  Qx                  Qx
11540            Platform            Platform
11541                  Qx                  Qx
11542             Quality             Quality
11543                  Mx                  Mx
11544                  Mx                  Mx
11545                  Qx                  Qx
11546             Quality             Quality
11547             Quality             Quality
11548                  Mx                  Mx
11549                  Mx                  Mx
11550 Product Development Product Development
11551                  Mx                  Mx
11552                  Qx                  Qx
11553             Quality             Quality
11554                  Qx                  Qx
11555                  Mx                  Mx
11556                  Qx                  Qx
11557                  Mx                  Mx
11558                  Mx                  Mx
11559                  Qx                  Qx
11560            Logbooks            Logbooks
11561                  Qx                  Qx
11562                  Qx                  Qx
11563                  Qx                  Qx
11564                  Qx                  Qx
11565            Platform            Platform
11566                  Mx                  Mx
11567                  Mx                  Mx
11568                  Mx                  Mx
11569                  Qx                  Qx
11570                  Mx                  Mx
11571                  Mx                  Mx
11572                  Mx                  Mx
11573                  Qx                  Qx
11574                  Qx                  Qx
11575                  Qx                  Qx
11576                  Qx                  Qx
11577             Quality             Quality
11578             Quality             Quality
11579                  Qx                  Qx
11580                  Qx                  Qx
11581                  Qx                  Qx
11582                  Qx                  Qx
11583                  Mx                  Mx
11584             Quality             Quality
11585             Quality             Quality
11586                  Mx                  Mx
11587             Quality             Quality
11588                  Qx                  Qx
11589             Quality             Quality
11590                  Qx                  Qx
11591                  Qx                  Qx
11592                  Qx                  Qx
11593                  Qx                  Qx
11594             Quality             Quality
11595                  Qx                  Qx
11596             Quality             Quality
11597             Quality             Quality
11598                  Qx                  Qx
11599                  Qx                  Qx
11600                  Qx                  Qx
11601                  Qx                  Qx
11602                  Qx                  Qx
11603                  Qx                  Qx
11604                  Qx                  Qx
11605                  Qx                  Qx
11606             Quality             Quality
11607                  Qx                  Qx
11608                  Qx                  Qx
11609                  Qx                  Qx
11610                  Qx                  Qx
11611                  Qx                  Qx
11612                  Qx                  Qx
11613             Quality             Quality
11614             Quality             Quality
11615             Quality             Quality
11616                  Qx                  Qx
11617                  Qx                  Qx
11618                  Qx                  Qx
11619            Platform            Platform
11620             Quality             Quality
11621             Quality             Quality
11622       Manufacturing       Manufacturing
11623                  Mx                  Mx
11624             Quality             Quality
11625                  Qx                  Qx
11626          Regulatory          Regulatory
11627             Quality             Quality
11628            Logbooks            Logbooks
11629                  Qx                  Qx
11630                  Qx                  Qx
11631                  Qx                  Qx
11632                  Qx                  Qx
11633                  Qx                  Qx
11634                  Qx                  Qx
11635             Quality             Quality
11636                  Qx                  Qx
11637                  Qx                  Qx
11638                  Mx                  Mx
11639                  Qx                  Qx
11640             Quality             Quality
11641                  Qx                  Qx
11642            Logbooks            Logbooks
11643                  Qx                  Qx
11644                  Qx                  Qx
11645                  Qx                  Qx
11646             Quality             Quality
11647                  Qx                  Qx
11648                  Qx                  Qx
11649       Manufacturing       Manufacturing
11650                  Qx                  Qx
11651                  Qx                  Qx
11652                  Qx                  Qx
11653                  Qx                  Qx
11654                  Qx                  Qx
11655                  Qx                  Qx
11656       Manufacturing       Manufacturing
11657                  Qx                  Qx
11658                  Qx                  Qx
11659                  Qx                  Qx
11660                  Mx                  Mx
11661                  Qx                  Qx
11662                  Qx                  Qx
11663             Quality             Quality
11664                  Mx                  Mx
11665            Low Info            Low Info
11666             Quality             Quality
11667                  Qx                  Qx
11668                  Mx                  Mx
11669                  Qx                  Qx
11670                  Qx                  Qx
11671                  Qx                  Qx
11672                  Mx                  Mx
11673                  Qx                  Qx
11674                  Qx                  Qx
11675                  Qx                  Qx
11676                  Qx                  Qx
11677                  Qx                  Qx
11678                  Qx                  Qx
11679                  Qx                  Qx
11680                  Qx                  Qx
11681                  Qx                  Qx
11682                  Qx                  Qx
11683                  Qx                  Qx
11684                  Qx                  Qx
11685                  Qx                  Qx
11686                  Qx                  Qx
11687                  Qx                  Qx
11688                  Mx                  Mx
11689                  Qx                  Qx
11690                  Qx                  Qx
11691                  Qx                  Qx
11692                  Qx                  Qx
11693                  Qx                  Qx
11694                  Qx                  Qx
11695                  Qx                  Qx
11696                  Qx                  Qx
11697                  Qx                  Qx
11698            Low Info            Low Info
11699                  Qx                  Qx
11700            Low Info            Low Info
11701                  Qx                  Qx
11702            Low Info            Low Info
11703            Low Info            Low Info
11704                  Mx                  Mx
11705                  Qx                  Qx
11706             Quality             Quality
11707                  Qx                  Qx
11708          Regulatory          Regulatory
11709                  Qx                  Qx
11710                  Mx                  Mx
11711             Quality             Quality
11712            Low Info            Low Info
11713                  Qx                  Qx
11714            Low Info            Low Info
11715                  Mx                  Mx
11716                  Qx                  Qx
11717            Low Info            Low Info
11718             Quality             Quality
11719            Low Info            Low Info
11720                  Qx                  Qx
11721             Quality             Quality
11722                  Qx                  Qx
11723                  Qx                  Qx
11724                  Qx                  Qx
11725            Platform            Platform
11726                  Qx                  Qx
11727                  Qx                  Qx
11728                  Qx                  Qx
11729                  Qx                  Qx
11730                  Mx                  Mx
11731                  Qx                  Qx
11732                  Qx                  Qx
11733                  Qx                  Qx
11734                  Qx                  Qx
11735                  Qx                  Qx
11736             Quality             Quality
11737                  Qx                  Qx
11738                  Qx                  Qx
11739            Low Info            Low Info
11740                  Qx                  Qx
11741                  Mx                  Mx
11742                  Qx                  Qx
11743                  Qx                  Qx
11744                  Mx                  Mx
11745                  Mx                  Mx
11746                  Qx                  Qx
11747                  Mx                  Mx
11748                  Mx                  Mx
11749                  Qx                  Qx
11750                  Mx                  Mx
11751                  Qx                  Qx
11752                  Mx                  Mx
11753            Low Info            Low Info
11754            Low Info            Low Info
11755                  Mx                  Mx
11756                  Qx                  Qx
11757                  Qx                  Qx
11758                  Qx                  Qx
11759                  Qx                  Qx
11760                  Qx                  Qx
11761                  Qx                  Qx
11762                  Mx                  Mx
11763             Quality             Quality
11764                  Mx                  Mx
11765                  Qx                  Qx
11766                  Qx                  Qx
11767                  Mx                  Mx
11768                  Mx                  Mx
11769       Manufacturing       Manufacturing
11770                  Qx                  Qx
11771                  Qx                  Qx
11772                  Qx                  Qx
11773                  Mx                  Mx
11774            Logbooks            Logbooks
11775                  Qx                  Qx
11776                  Qx                  Qx
11777                  Qx                  Qx
11778                  Qx                  Qx
11779                  Mx                  Mx
11780            Logbooks            Logbooks
11781             Quality             Quality
11782                  Mx                  Mx
11783                  Qx                  Qx
11784                  Qx                  Qx
11785             Quality             Quality
11786                  Qx                  Qx
11787                  Qx                  Qx
11788                  Mx                  Mx
11789                  Qx                  Qx
11790                  Qx                  Qx
11791                  Qx                  Qx
11792                  Qx                  Qx
11793                  Mx                  Mx
11794                  Qx                  Qx
11795            Low Info            Low Info
11796             Quality             Quality
11797                  Qx                  Qx
11798                  Mx                  Mx
11799                  Qx                  Qx
11800             Quality             Quality
11801            Platform            Platform
11802                  Qx                  Qx
11803                  Qx                  Qx
11804                  Qx                  Qx
11805                  Mx                  Mx
11806                  Qx                  Qx
11807                  Qx                  Qx
11808                  Qx                  Qx
11809                  Qx                  Qx
11810                  Mx                  Mx
11811                  Mx                  Mx
11812                  Mx                  Mx
11813                  Mx                  Mx
11814                  Qx                  Qx
11815            Low Info            Low Info
11816                  Qx                  Qx
11817                  Mx                  Mx
11818                  Qx                  Qx
11819            Logbooks            Logbooks
11820                  Qx                  Qx
11821                  Mx                  Mx
11822                  Qx                  Qx
11823                  Mx                  Mx
11824                  Mx                  Mx
11825                  Mx                  Mx
11826                  Qx                  Qx
11827                  Qx                  Qx
11828                  Qx                  Qx
11829                  Qx                  Qx
11830                  Mx                  Mx
11831         Post-Market         Post-Market
11832       Manufacturing       Manufacturing
11833                  Mx                  Mx
11834                  Qx                  Qx
11835                  Qx                  Qx
11836                  Qx                  Qx
11837                  Qx                  Qx
11838            Low Info            Low Info
11839                  Qx                  Qx
11840          Regulatory          Regulatory
11841                  Qx                  Qx
11842                  Qx                  Qx
11843                  Qx                  Qx
11844                  Qx                  Qx
11845             Quality             Quality
11846                  Qx                  Qx
11847                  Qx                  Qx
11848                  Qx                  Qx
11849                  Qx                  Qx
11850             Quality             Quality
11851                  Qx                  Qx
11852            Logbooks            Logbooks
11853            Logbooks            Logbooks
11854                  Qx                  Qx
11855                  Qx                  Qx
11856                  Qx                  Qx
11857                  Qx                  Qx
11858                  Mx                  Mx
11859                  Qx                  Qx
11860                  Mx                  Mx
11861                  Qx                  Qx
11862                  Qx                  Qx
11863            Clinical            Clinical
11864                  Qx                  Qx
11865                  Mx                  Mx
11866                  Qx                  Qx
11867                  Qx                  Qx
11868                  Qx                  Qx
11869            Platform            Platform
11870                  Mx                  Mx
11871                  Mx                  Mx
11872                  Qx                  Qx
11873            Logbooks            Logbooks
11874                  Mx                  Mx
11875             Quality             Quality
11876                  Mx                  Mx
11877                  Mx                  Mx
11878                  Ax                  Ax
11879                  Mx                  Mx
11880                  Qx                  Qx
11881                  Qx                  Qx
11882                  Qx                  Qx
11883                  Qx                  Qx
11884                  Qx                  Qx
11885                  Mx                  Mx
11886            Logbooks            Logbooks
11887                  Qx                  Qx
11888            Platform            Platform
11889             Quality             Quality
11890                  Qx                  Qx
11891                  Qx                  Qx
11892                  Mx                  Mx
11893                  Qx                  Qx
11894       Manufacturing       Manufacturing
11895             Quality             Quality
11896             Quality             Quality
11897                  Qx                  Qx
11898                  Qx                  Qx
11899             Quality             Quality
11900                  Qx                  Qx
11901                  Qx                  Qx
11902                  Qx                  Qx
11903       Manufacturing       Manufacturing
11904                  Qx                  Qx
11905       Manufacturing       Manufacturing
11906                  Qx                  Qx
11907                  Mx                  Mx
11908            Low Info            Low Info
11909                  Mx                  Mx
11910                  Qx                  Qx
11911                  Qx                  Qx
11912                  Qx                  Qx
11913                  Qx                  Qx
11914       Manufacturing       Manufacturing
11915                  Mx                  Mx
11916                  Qx                  Qx
11917             Quality             Quality
11918                  Qx                  Qx
11919                  Qx                  Qx
11920                  Qx                  Qx
11921            Low Info            Low Info
11922          Regulatory          Regulatory
11923                  Qx                  Qx
11924                  Qx                  Qx
11925                  Qx                  Qx
11926                  Qx                  Qx
11927          Regulatory          Regulatory
11928             Quality             Quality
11929            Low Info            Low Info
11930                  Qx                  Qx
11931                  Mx                  Mx
11932                  Mx                  Mx
11933                  Ax                  Ax
11934            Low Info            Low Info
11935                  Mx                  Mx
11936                  Qx                  Qx
11937                  Qx                  Qx
11938                  Qx                  Qx
11939                  Qx                  Qx
11940            Low Info            Low Info
11941                  Qx                  Qx
11942                  Qx                  Qx
11943                  Mx                  Mx
11944                  Mx                  Mx
11945                  Qx                  Qx
11946                  Qx                  Qx
11947                  Qx                  Qx
11948                  Qx                  Qx
11949                  Qx                  Qx
11950                  Qx                  Qx
11951                  Qx                  Qx
11952                  Qx                  Qx
11953                  Qx                  Qx
11954                  Mx                  Mx
11955             Quality             Quality
11956             Quality             Quality
11957                  Mx                  Mx
11958                  Qx                  Qx
11959                  Qx                  Qx
11960             Quality             Quality
11961            Low Info            Low Info
11962 Product Development Product Development
11963             Quality             Quality
11964                  Qx                  Qx
11965                  Mx                  Mx
11966                  Qx                  Qx
11967                  Qx                  Qx
11968                  Qx                  Qx
11969                  Qx                  Qx
11970                  Qx                  Qx
11971                  Mx                  Mx
11972                  Qx                  Qx
11973                  Qx                  Qx
11974                  Qx                  Qx
11975                  Qx                  Qx
11976                  Mx                  Mx
11977            Logbooks            Logbooks
11978                  Mx                  Mx
11979       Manufacturing       Manufacturing
11980       Manufacturing       Manufacturing
11981            Low Info            Low Info
11982                  Qx                  Qx
11983                  Qx                  Qx
11984                  Ax                  Ax
11985                  Qx                  Qx
11986                  Qx                  Qx
11987                  Qx                  Qx
11988             Quality             Quality
11989                  Mx                  Mx
11990                  Qx                  Qx
11991                  Mx                  Mx
11992                  Mx                  Mx
11993            Logbooks            Logbooks
11994                  Qx                  Qx
11995                  Qx                  Qx
11996                  Qx                  Qx
11997                  Qx                  Qx
11998                  Mx                  Mx
11999                  Qx                  Qx
12000             Quality             Quality
12001                  Mx                  Mx
12002            Platform            Platform
12003                  Qx                  Qx
12004                  Qx                  Qx
12005                  Qx                  Qx
12006             Quality             Quality
12007             Quality             Quality
12008                  Qx                  Qx
12009                  Qx                  Qx
12010                  Qx                  Qx
12011                  Qx                  Qx
12012                  Qx                  Qx
12013                  Qx                  Qx
12014                  Qx                  Qx
12015                  Qx                  Qx
12016                  Qx                  Qx
12017                  Qx                  Qx
12018                  Mx                  Mx
12019                  Qx                  Qx
12020                  Mx                  Mx
12021                  Mx                  Mx
12022            Low Info            Low Info
12023             Quality             Quality
12024                  Qx                  Qx
12025            Clinical            Clinical
12026             Quality             Quality
12027                  Qx                  Qx
12028                  Qx                  Qx
12029            Logbooks            Logbooks
12030                  Qx                  Qx
12031                  Mx                  Mx
12032            Low Info            Low Info
12033 Product Development Product Development
12034                  Qx                  Qx
12035            Low Info            Low Info
12036                  Qx                  Qx
12037                  Qx                  Qx
12038             Quality             Quality
12039             Quality             Quality
12040            Logbooks            Logbooks
12041                  Qx                  Qx
12042                  Qx                  Qx
12043                  Qx                  Qx
12044                  Qx                  Qx
12045                  Mx                  Mx
12046            Low Info            Low Info
12047             Quality             Quality
12048             Quality             Quality
12049             Quality             Quality
12050            Low Info            Low Info
12051            Low Info            Low Info
12052            Low Info            Low Info
12053                  Qx                  Qx
12054                  Qx                  Qx
12055            Platform            Platform
12056                  Qx                  Qx
12057                  Qx                  Qx
12058                  Qx                  Qx
12059                  Qx                  Qx
12060                  Mx                  Mx
12061                  Mx                  Mx
12062                  Qx                  Qx
12063                  Qx                  Qx
12064                  Qx                  Qx
12065             Quality             Quality
12066                  Mx                  Mx
12067                  Qx                  Qx
12068                  Qx                  Qx
12069                  Qx                  Qx
12070       Manufacturing       Manufacturing
12071                  Mx                  Mx
12072                  Qx                  Qx
12073             Quality             Quality
12074                  Qx                  Qx
12075                  Qx                  Qx
12076                  Qx                  Qx
12077            Logbooks            Logbooks
12078                  Qx                  Qx
12079            Logbooks            Logbooks
12080                  Qx                  Qx
12081                  Qx                  Qx
12082                  Mx                  Mx
12083             Quality             Quality
12084                  Qx                  Qx
12085                  Mx                  Mx
12086                  Mx                  Mx
12087                  Qx                  Qx
12088                  Qx                  Qx
12089            Low Info            Low Info
12090            Logbooks            Logbooks
12091            Supplier            Supplier
12092            Logbooks            Logbooks
12093             Quality             Quality
12094            Logbooks            Logbooks
12095                  Qx                  Qx
12096                  Qx                  Qx
12097            Logbooks            Logbooks
12098            Logbooks            Logbooks
12099            Logbooks            Logbooks
12100            Logbooks            Logbooks
12101                  Qx                  Qx
12102            Logbooks            Logbooks
12103                  Qx                  Qx
12104            Logbooks            Logbooks
12105            Logbooks            Logbooks
12106            Logbooks            Logbooks
12107                  Mx                  Mx
12108            Logbooks            Logbooks
12109            Logbooks            Logbooks
12110            Logbooks            Logbooks
12111                  Qx                  Qx
12112                  Qx                  Qx
12113                  Qx                  Qx
12114                  Qx                  Qx
12115                  Qx                  Qx
12116                  Mx                  Mx
12117             Quality             Quality
12118                  Qx                  Qx
12119                  Qx                  Qx
12120             Quality             Quality
12121                  Qx                  Qx
12122             Quality             Quality
12123             Quality             Quality
12124                  Qx                  Qx
12125                  Qx                  Qx
12126                  Mx                  Mx
12127                  Mx                  Mx
12128                  Qx                  Qx
12129                  Mx                  Mx
12130                  Mx                  Mx
12131                  Qx                  Qx
12132                  Qx                  Qx
12133                  Qx                  Qx
12134                  Qx                  Qx
12135                  Qx                  Qx
12136                  Qx                  Qx
12137                  Qx                  Qx
12138                  Qx                  Qx
12139                  Qx                  Qx
12140            Logbooks            Logbooks
12141            Logbooks            Logbooks
12142            Logbooks            Logbooks
12143            Logbooks            Logbooks
12144            Logbooks            Logbooks
12145            Logbooks            Logbooks
12146                  Qx                  Qx
12147                  Mx                  Mx
12148                  Qx                  Qx
12149                  Qx                  Qx
12150             Quality             Quality
12151                  Qx                  Qx
12152                  Qx                  Qx
12153                  Qx                  Qx
12154                  Mx                  Mx
12155                  Qx                  Qx
12156             Quality             Quality
12157             Quality             Quality
12158                  Qx                  Qx
12159          Regulatory          Regulatory
12160                  Qx                  Qx
12161                  Qx                  Qx
12162                  Qx                  Qx
12163                  Qx                  Qx
12164                  Qx                  Qx
12165                  Qx                  Qx
12166             Quality             Quality
12167                  Qx                  Qx
12168            Low Info            Low Info
12169                  Qx                  Qx
12170                  Qx                  Qx
12171                  Qx                  Qx
12172                  Qx                  Qx
12173                  Qx                  Qx
12174                  Qx                  Qx
12175                  Qx                  Qx
12176            Logbooks            Logbooks
12177                  Qx                  Qx
12178            Low Info            Low Info
12179            Logbooks            Logbooks
12180            Logbooks            Logbooks
12181                  Qx                  Qx
12182                  Mx                  Mx
12183                  Mx                  Mx
12184            Logbooks            Logbooks
12185                  Mx                  Mx
12186                  Mx                  Mx
12187                  Mx                  Mx
12188                  Mx                  Mx
12189                  Qx                  Qx
12190            Low Info            Low Info
12191                  Qx                  Qx
12192                  Qx                  Qx
12193                  Qx                  Qx
12194                  Mx                  Mx
12195                  Qx                  Qx
12196                  Qx                  Qx
12197                  Qx                  Qx
12198 Product Development Product Development
12199             Quality             Quality
12200            Logbooks            Logbooks
12201                  Qx                  Qx
12202                  Qx                  Qx
12203                  Qx                  Qx
12204                  Mx                  Mx
12205            Low Info            Low Info
12206            Logbooks            Logbooks
12207                  Mx                  Mx
12208                  Qx                  Qx
12209                  Qx                  Qx
12210            Platform            Platform
12211                  Mx                  Mx
12212                  Qx                  Qx
12213                  Qx                  Qx
12214                  Qx                  Qx
12215             Quality             Quality
12216                  Qx                  Qx
12217                  Qx                  Qx
12218                  Mx                  Mx
12219                  Qx                  Qx
12220                  Qx                  Qx
12221                  Qx                  Qx
12222                  Qx                  Qx
12223                  Qx                  Qx
12224                  Qx                  Qx
12225                  Qx                  Qx
12226                  Mx                  Mx
12227                  Qx                  Qx
12228                  Qx                  Qx
12229                  Qx                  Qx
12230                  Mx                  Mx
12231             Quality             Quality
12232                  Qx                  Qx
12233                  Qx                  Qx
12234                  Qx                  Qx
12235            Low Info            Low Info
12236                  Qx                  Qx
12237             Quality             Quality
12238                  Qx                  Qx
12239                  Mx                  Mx
12240             Quality             Quality
12241                  Qx                  Qx
12242                  Qx                  Qx
12243                  Qx                  Qx
12244                  Qx                  Qx
12245             Quality             Quality
12246                  Qx                  Qx
12247                  Qx                  Qx
12248                  Qx                  Qx
12249                  Qx                  Qx
12250                  Qx                  Qx
12251            Low Info            Low Info
12252                  Qx                  Qx
12253            Low Info            Low Info
12254                  Qx                  Qx
12255                  Qx                  Qx
12256                  Qx                  Qx
12257             Quality             Quality
12258                  Qx                  Qx
12259            Logbooks            Logbooks
12260                  Qx                  Qx
12261                  Qx                  Qx
12262                  Qx                  Qx
12263                  Mx                  Mx
12264                  Mx                  Mx
12265                  Mx                  Mx
12266                  Mx                  Mx
12267                  Qx                  Qx
12268                  Qx                  Qx
12269                  Qx                  Qx
12270                  Qx                  Qx
12271                  Qx                  Qx
12272                  Qx                  Qx
12273                  Qx                  Qx
12274                  Qx                  Qx
12275                  Qx                  Qx
12276                  Qx                  Qx
12277                  Qx                  Qx
12278                  Qx                  Qx
12279                  Qx                  Qx
12280                  Qx                  Qx
12281                  Mx                  Mx
12282            Low Info            Low Info
12283             Quality             Quality
12284                  Qx                  Qx
12285                  Qx                  Qx
12286                  Mx                  Mx
12287                  Qx                  Qx
12288                  Qx                  Qx
12289                  Qx                  Qx
12290                  Qx                  Qx
12291                  Qx                  Qx
12292                  Qx                  Qx
12293                  Qx                  Qx
12294            Low Info            Low Info
12295                  Qx                  Qx
12296            Low Info            Low Info
12297                  Qx                  Qx
12298                  Qx                  Qx
12299                  Qx                  Qx
12300            Low Info            Low Info
12301                  Qx                  Qx
12302                  Qx                  Qx
12303                  Mx                  Mx
12304                  Qx                  Qx
12305                  Qx                  Qx
12306                  Qx                  Qx
12307             Quality             Quality
12308                  Qx                  Qx
12309                  Qx                  Qx
12310                  Qx                  Qx
12311                  Mx                  Mx
12312            Low Info            Low Info
12313            Low Info            Low Info
12314                  Qx                  Qx
12315                  Qx                  Qx
12316             Quality             Quality
12317            Logbooks            Logbooks
12318                  Qx                  Qx
12319                  Qx                  Qx
12320                  Qx                  Qx
12321                  Qx                  Qx
12322                  Qx                  Qx
12323          Regulatory          Regulatory
12324                  Qx                  Qx
12325                  Qx                  Qx
12326             Quality             Quality
12327                  Qx                  Qx
12328                  Qx                  Qx
12329                  Qx                  Qx
12330            Low Info            Low Info
12331                  Qx                  Qx
12332                  Qx                  Qx
12333            Low Info            Low Info
12334                  Qx                  Qx
12335             Quality             Quality
12336                  Qx                  Qx
12337                  Mx                  Mx
12338                  Mx                  Mx
12339                  Qx                  Qx
12340                  Qx                  Qx
12341          Regulatory          Regulatory
12342                  Qx                  Qx
12343                  Qx                  Qx
12344                  Qx                  Qx
12345                  Qx                  Qx
12346                  Mx                  Mx
12347       Manufacturing       Manufacturing
12348       Manufacturing       Manufacturing
12349                  Qx                  Qx
12350                  Mx                  Mx
12351            Low Info            Low Info
12352                  Qx                  Qx
12353                  Qx                  Qx
12354            Low Info            Low Info
12355                  Qx                  Qx
12356                  Qx                  Qx
12357                  Qx                  Qx
12358             Quality             Quality
12359                  Qx                  Qx
12360                  Qx                  Qx
12361                  Qx                  Qx
12362                  Qx                  Qx
12363            Low Info            Low Info
12364                  Qx                  Qx
12365                  Qx                  Qx
12366            Logbooks            Logbooks
12367            Logbooks            Logbooks
12368            Logbooks            Logbooks
12369            Logbooks            Logbooks
12370                  Mx                  Mx
12371            Logbooks            Logbooks
12372            Logbooks            Logbooks
12373            Logbooks            Logbooks
12374            Logbooks            Logbooks
12375            Low Info            Low Info
12376                  Qx                  Qx
12377            Supplier            Supplier
12378             Quality             Quality
12379                  Qx                  Qx
12380                  Mx                  Mx
12381            Logbooks            Logbooks
12382                  Qx                  Qx
12383                  Qx                  Qx
12384                  Qx                  Qx
12385             Quality             Quality
12386            Logbooks            Logbooks
12387            Low Info            Low Info
12388                  Mx                  Mx
12389                  Mx                  Mx
12390                  Qx                  Qx
12391                  Qx                  Qx
12392                  Qx                  Qx
12393                  Mx                  Mx
12394            Low Info            Low Info
12395                  Qx                  Qx
12396                  Mx                  Mx
12397                  Qx                  Qx
12398            Logbooks            Logbooks
12399       Manufacturing       Manufacturing
12400                  Qx                  Qx
12401                  Mx                  Mx
12402                  Qx                  Qx
12403            Low Info            Low Info
12404             Quality             Quality
12405                  Qx                  Qx
12406                  Qx                  Qx
12407                  Qx                  Qx
12408             Quality             Quality
12409                  Qx                  Qx
12410             Quality             Quality
12411             Quality             Quality
12412             Quality             Quality
12413             Quality             Quality
12414             Quality             Quality
12415                  Mx                  Mx
12416                  Mx                  Mx
12417             Quality             Quality
12418            Logbooks            Logbooks
12419             Quality             Quality
12420             Quality             Quality
12421             Quality             Quality
12422                  Qx                  Qx
12423                  Qx                  Qx
12424                  Qx                  Qx
12425                  Qx                  Qx
12426 Product Development Product Development
12427                  Mx                  Mx
12428 Product Development Product Development
12429                  Qx                  Qx
12430                  Qx                  Qx
12431                  Qx                  Qx
12432                  Mx                  Mx
12433                  Qx                  Qx
12434            Logbooks            Logbooks
12435            Logbooks            Logbooks
12436            Logbooks            Logbooks
12437            Logbooks            Logbooks
12438            Logbooks            Logbooks
12439            Logbooks            Logbooks
12440                  Qx                  Qx
12441            Low Info            Low Info
12442                  Qx                  Qx
12443            Low Info            Low Info
12444                  Qx                  Qx
12445                  Qx                  Qx
12446                  Qx                  Qx
12447                  Qx                  Qx
12448                  Qx                  Qx
12449                  Qx                  Qx
12450                  Qx                  Qx
12451                  Qx                  Qx
12452                  Qx                  Qx
12453                  Qx                  Qx
12454                  Qx                  Qx
12455                  Qx                  Qx
12456                  Mx                  Mx
12457                  Mx                  Mx
12458                  Qx                  Qx
12459             Quality             Quality
12460                  Qx                  Qx
12461                  Qx                  Qx
12462                  Qx                  Qx
12463                  Qx                  Qx
12464             Quality             Quality
12465                  Qx                  Qx
12466                  Qx                  Qx
12467                  Qx                  Qx
12468                  Qx                  Qx
12469                  Qx                  Qx
12470                  Qx                  Qx
12471                  Qx                  Qx
12472            Low Info            Low Info
12473                  Mx                  Mx
12474                  Qx                  Qx
12475                  Qx                  Qx
12476             Quality             Quality
12477                  Qx                  Qx
12478                  Qx                  Qx
12479                  Qx                  Qx
12480            Logbooks            Logbooks
12481                  Mx                  Mx
12482                  Mx                  Mx
12483            Low Info            Low Info
12484                  Qx                  Qx
12485            Low Info            Low Info
12486                  Mx                  Mx
12487            Low Info            Low Info
12488                  Qx                  Qx
12489            Low Info            Low Info
12490                  Qx                  Qx
12491                  Mx                  Mx
12492                  Qx                  Qx
12493                  Qx                  Qx
12494            Low Info            Low Info
12495            Low Info            Low Info
12496                  Qx                  Qx
12497                  Qx                  Qx
12498             Quality             Quality
12499                  Qx                  Qx
12500                  Qx                  Qx
12501             Quality             Quality
12502          Regulatory          Regulatory
12503             Quality             Quality
12504                  Qx                  Qx
12505                  Qx                  Qx
12506                  Qx                  Qx
12507                  Qx                  Qx
12508                  Qx                  Qx
12509                  Qx                  Qx
12510             Quality             Quality
12511                  Mx                  Mx
12512                  Qx                  Qx
12513                  Mx                  Mx
12514                  Mx                  Mx
12515                  Qx                  Qx
12516                  Qx                  Qx
12517    Asset Management    Asset Management
12518                  Qx                  Qx
12519                  Mx                  Mx
12520             Quality             Quality
12521                  Mx                  Mx
12522                  Qx                  Qx
12523            Low Info            Low Info
12524                  Qx                  Qx
12525             Quality             Quality
12526                  Qx                  Qx
12527                  Qx                  Qx
12528                  Qx                  Qx
12529                  Qx                  Qx
12530                  Qx                  Qx
12531                  Qx                  Qx
12532             Quality             Quality
12533                  Mx                  Mx
12534                  Qx                  Qx
12535             Quality             Quality
12536            Low Info            Low Info
12537          Regulatory          Regulatory
12538             Quality             Quality
12539                  Qx                  Qx
12540            Logbooks            Logbooks
12541            Logbooks            Logbooks
12542            Logbooks            Logbooks
12543            Logbooks            Logbooks
12544            Logbooks            Logbooks
12545            Logbooks            Logbooks
12546             Quality             Quality
12547             Quality             Quality
12548             Quality             Quality
12549            Logbooks            Logbooks
12550            Logbooks            Logbooks
12551            Logbooks            Logbooks
12552            Logbooks            Logbooks
12553            Logbooks            Logbooks
12554            Logbooks            Logbooks
12555            Logbooks            Logbooks
12556            Logbooks            Logbooks
12557            Logbooks            Logbooks
12558                  Qx                  Qx
12559                  Qx                  Qx
12560                  Qx                  Qx
12561                  Qx                  Qx
12562                  Qx                  Qx
12563            Logbooks            Logbooks
12564            Logbooks            Logbooks
12565            Logbooks            Logbooks
12566            Logbooks            Logbooks
12567            Logbooks            Logbooks
12568            Logbooks            Logbooks
12569            Logbooks            Logbooks
12570            Low Info            Low Info
12571                  Qx                  Qx
12572                  Qx                  Qx
12573                  Qx                  Qx
12574    Asset Management    Asset Management
12575                  Qx                  Qx
12576                  Qx                  Qx
12577                  Qx                  Qx
12578             Quality             Quality
12579                  Qx                  Qx
12580                  Mx                  Mx
12581            Low Info            Low Info
12582                  Qx                  Qx
12583                  Qx                  Qx
12584                  Qx                  Qx
12585                  Qx                  Qx
12586            Platform            Platform
12587                  Qx                  Qx
12588             Quality             Quality
12589                  Mx                  Mx
12590                  Mx                  Mx
12591                  Qx                  Qx
12592                  Qx                  Qx
12593             Quality             Quality
12594                  Qx                  Qx
12595                  Mx                  Mx
12596                  Mx                  Mx
12597                  Qx                  Qx
12598                  Qx                  Qx
12599                  Qx                  Qx
12600                  Mx                  Mx
12601             Quality             Quality
12602                  Qx                  Qx
12603                  Qx                  Qx
12604             Quality             Quality
12605                  Mx                  Mx
12606                  Qx                  Qx
12607                  Mx                  Mx
12608                  Qx                  Qx
12609                  Mx                  Mx
12610                  Qx                  Qx
12611                  Qx                  Qx
12612                  Mx                  Mx
12613                  Qx                  Qx
12614             Quality             Quality
12615            Low Info            Low Info
12616                  Qx                  Qx
12617                  Mx                  Mx
12618                  Qx                  Qx
12619                  Qx                  Qx
12620                  Mx                  Mx
12621                  Qx                  Qx
12622            Logbooks            Logbooks
12623                  Qx                  Qx
12624                  Qx                  Qx
12625                  Qx                  Qx
12626                  Qx                  Qx
12627                  Qx                  Qx
12628                  Mx                  Mx
12629                  Qx                  Qx
12630                  Mx                  Mx
12631                  Qx                  Qx
12632                  Mx                  Mx
12633                  Qx                  Qx
12634                  Qx                  Qx
12635                  Qx                  Qx
12636                  Mx                  Mx
12637             Quality             Quality
12638             Quality             Quality
12639                  Qx                  Qx
12640                  Qx                  Qx
12641                  Qx                  Qx
12642                  Qx                  Qx
12643                  Qx                  Qx
12644            Low Info            Low Info
12645            Low Info            Low Info
12646                  Mx                  Mx
12647            Logbooks            Logbooks
12648                  Mx                  Mx
12649                  Qx                  Qx
12650                  Qx                  Qx
12651                  Qx                  Qx
12652             Quality             Quality
12653                  Qx                  Qx
12654                  Qx                  Qx
12655                  Qx                  Qx
12656                  Qx                  Qx
12657                  Mx                  Mx
12658            Supplier            Supplier
12659            Platform            Platform
12660                  Qx                  Qx
12661                  Qx                  Qx
12662             Quality             Quality
12663       Manufacturing       Manufacturing
12664                  Qx                  Qx
12665                  Qx                  Qx
12666                  Qx                  Qx
12667                  Qx                  Qx
12668                  Qx                  Qx
12669                  Qx                  Qx
12670                  Qx                  Qx
12671            Low Info            Low Info
12672                  Qx                  Qx
12673                  Qx                  Qx
12674                  Qx                  Qx
12675                  Qx                  Qx
12676                  Qx                  Qx
12677                  Mx                  Mx
12678                  Mx                  Mx
12679                  Qx                  Qx
12680                  Qx                  Qx
12681             Quality             Quality
12682                  Qx                  Qx
12683                  Qx                  Qx
12684                  Mx                  Mx
12685                  Qx                  Qx
12686            Logbooks            Logbooks
12687                  Qx                  Qx
12688                  Qx                  Qx
12689                  Qx                  Qx
12690                  Qx                  Qx
12691                  Qx                  Qx
12692            Low Info            Low Info
12693                  Mx                  Mx
12694                  Qx                  Qx
12695                  Qx                  Qx
12696                  Qx                  Qx
12697                  Qx                  Qx
12698                  Qx                  Qx
12699                  Ax                  Ax
12700 Product Development Product Development
12701                  Qx                  Qx
12702                  Qx                  Qx
12703                  Qx                  Qx
12704                  Qx                  Qx
12705                  Qx                  Qx
12706                  Qx                  Qx
12707                  Qx                  Qx
12708                  Qx                  Qx
12709                  Qx                  Qx
12710                  Qx                  Qx
12711                  Qx                  Qx
12712                  Qx                  Qx
12713            Low Info            Low Info
12714                  Qx                  Qx
12715                  Qx                  Qx
12716                  Mx                  Mx
12717             Quality             Quality
12718                  Qx                  Qx
12719                  Qx                  Qx
12720                  Mx                  Mx
12721                  Qx                  Qx
12722                  Qx                  Qx
12723                  Qx                  Qx
12724             Quality             Quality
12725                  Qx                  Qx
12726                  Qx                  Qx
12727            Platform            Platform
12728                  Qx                  Qx
12729                  Qx                  Qx
12730                  Qx                  Qx
12731                  Qx                  Qx
12732                  Qx                  Qx
12733                  Qx                  Qx
12734                  Qx                  Qx
12735                  Qx                  Qx
12736                  Mx                  Mx
12737                  Qx                  Qx
12738                  Qx                  Qx
12739                  Qx                  Qx
12740                  Qx                  Qx
12741          Regulatory          Regulatory
12742                  Qx                  Qx
12743                  Mx                  Mx
12744                  Qx                  Qx
12745                  Mx                  Mx
12746             Quality             Quality
12747                  Mx                  Mx
12748                  Mx                  Mx
12749                  Qx                  Qx
12750                  Qx                  Qx
12751                  Qx                  Qx
12752                  Qx                  Qx
12753            Low Info            Low Info
12754                  Qx                  Qx
12755                  Qx                  Qx
12756                  Qx                  Qx
12757                  Qx                  Qx
12758                  Qx                  Qx
12759                  Mx                  Mx
12760                  Qx                  Qx
12761                  Mx                  Mx
12762             Quality             Quality
12763                  Mx                  Mx
12764                  Qx                  Qx
12765                  Mx                  Mx
12766                  Ax                  Ax
12767            Low Info            Low Info
12768                  Mx                  Mx
12769                  Qx                  Qx
12770            Low Info            Low Info
12771                  Qx                  Qx
12772                  Qx                  Qx
12773                  Qx                  Qx
12774                  Qx                  Qx
12775                  Qx                  Qx
12776                  Mx                  Mx
12777                  Mx                  Mx
12778                  Qx                  Qx
12779                  Mx                  Mx
12780                  Qx                  Qx
12781                  Qx                  Qx
12782                  Qx                  Qx
12783                  Mx                  Mx
12784                  Qx                  Qx
12785             Quality             Quality
12786                  Qx                  Qx
12787                  Mx                  Mx
12788                  Qx                  Qx
12789                  Qx                  Qx
12790       Manufacturing       Manufacturing
12791       Manufacturing       Manufacturing
12792                  Mx                  Mx
12793             Quality             Quality
12794             Quality             Quality
12795                  Qx                  Qx
12796                  Mx                  Mx
12797                  Mx                  Mx
12798                  Qx                  Qx
12799                  Mx                  Mx
12800                  Mx                  Mx
12801            Low Info            Low Info
12802                  Mx                  Mx
12803                  Qx                  Qx
12804                  Mx                  Mx
12805                  Qx                  Qx
12806                  Qx                  Qx
12807                  Qx                  Qx
12808                  Qx                  Qx
12809       Manufacturing       Manufacturing
12810                  Qx                  Qx
12811                  Mx                  Mx
12812                  Qx                  Qx
12813                  Mx                  Mx
12814                  Qx                  Qx
12815                  Qx                  Qx
12816                  Mx                  Mx
12817             Quality             Quality
12818                  Qx                  Qx
12819            Logbooks            Logbooks
12820                  Qx                  Qx
12821                  Mx                  Mx
12822                  Qx                  Qx
12823                  Qx                  Qx
12824             Quality             Quality
12825            Logbooks            Logbooks
12826            Logbooks            Logbooks
12827            Logbooks            Logbooks
12828            Logbooks            Logbooks
12829            Logbooks            Logbooks
12830            Logbooks            Logbooks
12831            Logbooks            Logbooks
12832                  Mx                  Mx
12833            Logbooks            Logbooks
12834            Logbooks            Logbooks
12835            Logbooks            Logbooks
12836            Logbooks            Logbooks
12837            Logbooks            Logbooks
12838            Logbooks            Logbooks
12839            Logbooks            Logbooks
12840            Logbooks            Logbooks
12841            Logbooks            Logbooks
12842       Manufacturing       Manufacturing
12843            Logbooks            Logbooks
12844            Logbooks            Logbooks
12845            Logbooks            Logbooks
12846            Logbooks            Logbooks
12847            Logbooks            Logbooks
12848            Logbooks            Logbooks
12849            Logbooks            Logbooks
12850            Logbooks            Logbooks
12851            Logbooks            Logbooks
12852            Logbooks            Logbooks
12853            Logbooks            Logbooks
12854            Logbooks            Logbooks
12855            Logbooks            Logbooks
12856            Logbooks            Logbooks
12857            Logbooks            Logbooks
12858            Logbooks            Logbooks
12859            Logbooks            Logbooks
12860            Logbooks            Logbooks
12861            Logbooks            Logbooks
12862            Logbooks            Logbooks
12863            Logbooks            Logbooks
12864            Low Info            Low Info
12865                  Qx                  Qx
12866            Logbooks            Logbooks
12867            Logbooks            Logbooks
12868            Logbooks            Logbooks
12869            Logbooks            Logbooks
12870            Logbooks            Logbooks
12871            Logbooks            Logbooks
12872            Logbooks            Logbooks
12873                  Qx                  Qx
12874                  Qx                  Qx
12875            Supplier            Supplier
12876                  Mx                  Mx
12877                  Qx                  Qx
12878                  Mx                  Mx
12879             Quality             Quality
12880                  Qx                  Qx
12881                  Qx                  Qx
12882                  Qx                  Qx
12883             Quality             Quality
12884             Quality             Quality
12885             Quality             Quality
12886                  Qx                  Qx
12887                  Mx                  Mx
12888            Logbooks            Logbooks
12889                  Qx                  Qx
12890                  Qx                  Qx
12891                  Qx                  Qx
12892                  Qx                  Qx
12893            Low Info            Low Info
12894            Low Info            Low Info
12895            Low Info            Low Info
12896            Clinical            Clinical
12897                  Qx                  Qx
12898                  Mx                  Mx
12899                  Qx                  Qx
12900             Quality             Quality
12901                  Qx                  Qx
12902                  Mx                  Mx
12903            Low Info            Low Info
12904                  Qx                  Qx
12905                  Qx                  Qx
12906             Quality             Quality
12907                  Qx                  Qx
12908                  Qx                  Qx
12909                  Qx                  Qx
12910                  Qx                  Qx
12911                  Mx                  Mx
12912            Platform            Platform
12913                  Qx                  Qx
12914                  Qx                  Qx
12915       Manufacturing       Manufacturing
12916                  Qx                  Qx
12917                  Qx                  Qx
12918                  Qx                  Qx
12919       Manufacturing       Manufacturing
12920                  Qx                  Qx
12921            Clinical            Clinical
12922                  Qx                  Qx
12923                  Qx                  Qx
12924                  Mx                  Mx
12925                  Qx                  Qx
12926                  Qx                  Qx
12927            Low Info            Low Info
12928                  Qx                  Qx
12929                  Mx                  Mx
12930                  Qx                  Qx
12931             Quality             Quality
12932            Low Info            Low Info
12933            Low Info            Low Info
12934                  Qx                  Qx
12935                  Qx                  Qx
12936                  Qx                  Qx
12937                  Qx                  Qx
12938                  Qx                  Qx
12939                  Qx                  Qx
12940                  Qx                  Qx
12941                  Qx                  Qx
12942             Quality             Quality
12943                  Qx                  Qx
12944                  Qx                  Qx
12945                  Qx                  Qx
12946                  Qx                  Qx
12947                  Qx                  Qx
12948                  Qx                  Qx
12949                  Qx                  Qx
12950                  Qx                  Qx
12951                  Qx                  Qx
12952                  Qx                  Qx
12953                  Qx                  Qx
12954                  Qx                  Qx
12955                  Qx                  Qx
12956                  Mx                  Mx
12957            Low Info            Low Info
12958                  Qx                  Qx
12959             Quality             Quality
12960       Manufacturing       Manufacturing
12961                  Qx                  Qx
12962                  Qx                  Qx
12963                  Qx                  Qx
12964                  Qx                  Qx
12965                  Qx                  Qx
12966                  Qx                  Qx
12967                  Qx                  Qx
12968                  Qx                  Qx
12969                  Qx                  Qx
12970                  Qx                  Qx
12971                  Qx                  Qx
12972                  Qx                  Qx
12973            Low Info            Low Info
12974          Regulatory          Regulatory
12975                  Qx                  Qx
12976            Platform            Platform
12977                  Qx                  Qx
12978                  Qx                  Qx
12979                  Qx                  Qx
12980                  Qx                  Qx
12981             Quality             Quality
12982                  Qx                  Qx
12983                  Qx                  Qx
12984                  Qx                  Qx
12985                  Mx                  Mx
12986       Manufacturing       Manufacturing
12987             Quality             Quality
12988                  Mx                  Mx
12989                  Qx                  Qx
12990                  Qx                  Qx
12991       Manufacturing       Manufacturing
12992                  Qx                  Qx
12993                  Qx                  Qx
12994                  Qx                  Qx
12995             Quality             Quality
12996                  Qx                  Qx
12997            Low Info            Low Info
12998                  Qx                  Qx
12999                  Qx                  Qx
13000                  Mx                  Mx
13001                  Qx                  Qx
13002                  Mx                  Mx
13003             Quality             Quality
13004                  Qx                  Qx
13005             Quality             Quality
13006            Logbooks            Logbooks
13007             Quality             Quality
13008                  Qx                  Qx
13009                  Qx                  Qx
13010             Quality             Quality
13011                  Qx                  Qx
13012            Low Info            Low Info
13013                  Qx                  Qx
13014                  Qx                  Qx
13015                  Qx                  Qx
13016                  Mx                  Mx
13017                  Qx                  Qx
13018                  Mx                  Mx
13019                  Qx                  Qx
13020            Platform            Platform
13021             Quality             Quality
13022                  Qx                  Qx
13023                  Qx                  Qx
13024                  Qx                  Qx
13025                  Qx                  Qx
13026                  Qx                  Qx
13027                  Qx                  Qx
13028                  Qx                  Qx
13029                  Qx                  Qx
13030                  Qx                  Qx
13031                  Qx                  Qx
13032                  Qx                  Qx
13033                  Qx                  Qx
13034                  Qx                  Qx
13035                  Qx                  Qx
13036                  Qx                  Qx
13037                  Qx                  Qx
13038                  Qx                  Qx
13039                  Qx                  Qx
13040                  Qx                  Qx
13041                  Qx                  Qx
13042                  Qx                  Qx
13043                  Qx                  Qx
13044                  Qx                  Qx
13045                  Qx                  Qx
13046                  Qx                  Qx
13047                  Qx                  Qx
13048                  Qx                  Qx
13049                  Qx                  Qx
13050                  Qx                  Qx
13051                  Qx                  Qx
13052             Quality             Quality
13053            Logbooks            Logbooks
13054                  Qx                  Qx
13055                  Mx                  Mx
13056                  Qx                  Qx
13057                  Qx                  Qx
13058                  Qx                  Qx
13059                  Qx                  Qx
13060                  Qx                  Qx
13061                  Qx                  Qx
13062                  Qx                  Qx
13063                  Qx                  Qx
13064                  Qx                  Qx
13065                  Qx                  Qx
13066                  Qx                  Qx
13067                  Qx                  Qx
13068                  Qx                  Qx
13069                  Qx                  Qx
13070                  Qx                  Qx
13071                  Qx                  Qx
13072                  Qx                  Qx
13073                  Qx                  Qx
13074                  Qx                  Qx
13075                  Qx                  Qx
13076                  Qx                  Qx
13077                  Qx                  Qx
13078                  Qx                  Qx
13079            Supplier            Supplier
13080                  Qx                  Qx
13081                  Qx                  Qx
13082                  Qx                  Qx
13083                  Qx                  Qx
13084                  Qx                  Qx
13085                  Qx                  Qx
13086                  Qx                  Qx
13087                  Qx                  Qx
13088                  Qx                  Qx
13089                  Qx                  Qx
13090             Quality             Quality
13091                  Mx                  Mx
13092                  Qx                  Qx
13093                  Qx                  Qx
13094                  Qx                  Qx
13095                  Qx                  Qx
13096                  Qx                  Qx
13097                  Mx                  Mx
13098             Quality             Quality
13099            Low Info            Low Info
13100       Manufacturing       Manufacturing
13101                  Qx                  Qx
13102                  Qx                  Qx
13103                  Qx                  Qx
13104                  Qx                  Qx
13105                  Mx                  Mx
13106                  Qx                  Qx
13107                  Qx                  Qx
13108                  Qx                  Qx
13109                  Qx                  Qx
13110                  Qx                  Qx
13111                  Mx                  Mx
13112                  Qx                  Qx
13113             Quality             Quality
13114                  Qx                  Qx
13115                  Qx                  Qx
13116             Quality             Quality
13117                  Qx                  Qx
13118                  Qx                  Qx
13119                  Qx                  Qx
13120                  Qx                  Qx
13121             Quality             Quality
13122             Quality             Quality
13123                  Qx                  Qx
13124                  Mx                  Mx
13125       Manufacturing       Manufacturing
13126            Low Info            Low Info
13127                  Qx                  Qx
13128                  Mx                  Mx
13129             Quality             Quality
13130                  Qx                  Qx
13131            Low Info            Low Info
13132                  Qx                  Qx
13133                  Mx                  Mx
13134                  Qx                  Qx
13135            Logbooks            Logbooks
13136                  Qx                  Qx
13137            Logbooks            Logbooks
13138            Logbooks            Logbooks
13139            Platform            Platform
13140                  Qx                  Qx
13141            Logbooks            Logbooks
13142                  Qx                  Qx
13143                  Qx                  Qx
13144            Logbooks            Logbooks
13145            Logbooks            Logbooks
13146            Logbooks            Logbooks
13147            Logbooks            Logbooks
13148            Logbooks            Logbooks
13149            Logbooks            Logbooks
13150            Logbooks            Logbooks
13151            Logbooks            Logbooks
13152            Logbooks            Logbooks
13153                  Qx                  Qx
13154                  Qx                  Qx
13155                  Qx                  Qx
13156                  Mx                  Mx
13157 Product Development Product Development
13158            Logbooks            Logbooks
13159            Logbooks            Logbooks
13160            Logbooks            Logbooks
13161            Logbooks            Logbooks
13162                  Qx                  Qx
13163            Supplier            Supplier
13164                  Qx                  Qx
13165                  Mx                  Mx
13166             Quality             Quality
13167       Manufacturing       Manufacturing
13168                  Mx                  Mx
13169                  Qx                  Qx
13170                  Mx                  Mx
13171            Low Info            Low Info
13172                  Mx                  Mx
13173                  Qx                  Qx
13174                  Mx                  Mx
13175             Quality             Quality
13176                  Qx                  Qx
13177                  Qx                  Qx
13178                  Qx                  Qx
13179            Logbooks            Logbooks
13180                  Qx                  Qx
13181                  Mx                  Mx
13182                  Qx                  Qx
13183                  Qx                  Qx
13184                  Qx                  Qx
13185                  Mx                  Mx
13186                  Qx                  Qx
13187                  Qx                  Qx
13188            Low Info            Low Info
13189                  Qx                  Qx
13190                  Qx                  Qx
13191                  Qx                  Qx
13192                  Qx                  Qx
13193             Quality             Quality
13194                  Qx                  Qx
13195                  Qx                  Qx
13196                  Qx                  Qx
13197                  Mx                  Mx
13198                  Qx                  Qx
13199                  Qx                  Qx
13200                  Qx                  Qx
13201                  Qx                  Qx
13202                  Qx                  Qx
13203                  Mx                  Mx
13204                  Qx                  Qx
13205                  Qx                  Qx
13206                  Qx                  Qx
13207                  Qx                  Qx
13208                  Qx                  Qx
13209                  Qx                  Qx
13210                  Qx                  Qx
13211                  Qx                  Qx
13212                  Qx                  Qx
13213    Asset Management    Asset Management
13214                  Qx                  Qx
13215                  Qx                  Qx
13216                  Qx                  Qx
13217                  Qx                  Qx
13218                  Qx                  Qx
13219                  Qx                  Qx
13220            Low Info            Low Info
13221                  Qx                  Qx
13222                  Qx                  Qx
13223                  Qx                  Qx
13224                  Qx                  Qx
13225                  Qx                  Qx
13226                  Qx                  Qx
13227                  Qx                  Qx
13228                  Mx                  Mx
13229                  Qx                  Qx
13230                  Qx                  Qx
13231                  Qx                  Qx
13232            Low Info            Low Info
13233             Quality             Quality
13234                  Qx                  Qx
13235    Asset Management    Asset Management
13236                  Qx                  Qx
13237       Manufacturing       Manufacturing
13238                  Qx                  Qx
13239             Quality             Quality
13240                  Mx                  Mx
13241                  Qx                  Qx
13242                  Qx                  Qx
13243                  Qx                  Qx
13244                  Qx                  Qx
13245             Quality             Quality
13246                  Qx                  Qx
13247             Quality             Quality
13248                  Qx                  Qx
13249            Low Info            Low Info
13250                  Qx                  Qx
13251                  Qx                  Qx
13252                  Qx                  Qx
13253                  Qx                  Qx
13254                  Qx                  Qx
13255                  Qx                  Qx
13256                  Mx                  Mx
13257                  Qx                  Qx
13258                  Qx                  Qx
13259            Logbooks            Logbooks
13260                  Qx                  Qx
13261                  Qx                  Qx
13262                  Qx                  Qx
13263                  Qx                  Qx
13264                  Qx                  Qx
13265                  Mx                  Mx
13266                  Mx                  Mx
13267             Quality             Quality
13268                  Qx                  Qx
13269                  Qx                  Qx
13270                  Qx                  Qx
13271                  Qx                  Qx
13272       Manufacturing       Manufacturing
13273                  Qx                  Qx
13274                  Qx                  Qx
13275             Quality             Quality
13276                  Qx                  Qx
13277                  Qx                  Qx
13278                  Qx                  Qx
13279                  Qx                  Qx
13280            Logbooks            Logbooks
13281                  Qx                  Qx
13282                  Mx                  Mx
13283    Asset Management    Asset Management
13284                  Qx                  Qx
13285                  Qx                  Qx
13286                  Qx                  Qx
13287                  Qx                  Qx
13288                  Qx                  Qx
13289                  Qx                  Qx
13290                  Qx                  Qx
13291                  Qx                  Qx
13292                  Ax                  Ax
13293                  Mx                  Mx
13294                  Qx                  Qx
13295                  Qx                  Qx
13296                  Qx                  Qx
13297                  Qx                  Qx
13298                  Qx                  Qx
13299                  Qx                  Qx
13300                  Qx                  Qx
13301       Manufacturing       Manufacturing
13302                  Mx                  Mx
13303    Asset Management    Asset Management
13304             Quality             Quality
13305                  Qx                  Qx
13306                  Qx                  Qx
13307                  Qx                  Qx
13308                  Qx                  Qx
13309                  Qx                  Qx
13310                  Qx                  Qx
13311                  Qx                  Qx
13312            Low Info            Low Info
13313                  Qx                  Qx
13314                  Qx                  Qx
13315                  Qx                  Qx
13316                  Qx                  Qx
13317                  Qx                  Qx
13318                  Qx                  Qx
13319                  Qx                  Qx
13320                  Qx                  Qx
13321                  Qx                  Qx
13322                  Qx                  Qx
13323                  Qx                  Qx
13324             Quality             Quality
13325                  Qx                  Qx
13326                  Mx                  Mx
13327                  Mx                  Mx
13328                  Qx                  Qx
13329                  Qx                  Qx
13330                  Qx                  Qx
13331                  Qx                  Qx
13332       Manufacturing       Manufacturing
13333                  Qx                  Qx
13334                  Mx                  Mx
13335                  Mx                  Mx
13336                  Qx                  Qx
13337                  Mx                  Mx
13338                  Mx                  Mx
13339                  Mx                  Mx
13340                  Mx                  Mx
13341                  Mx                  Mx
13342                  Qx                  Qx
13343                  Qx                  Qx
13344                  Qx                  Qx
13345                  Qx                  Qx
13346       Manufacturing       Manufacturing
13347                  Qx                  Qx
13348                  Qx                  Qx
13349            Low Info            Low Info
13350                  Qx                  Qx
13351                  Qx                  Qx
13352                  Qx                  Qx
13353            Logbooks            Logbooks
13354                  Qx                  Qx
13355                  Mx                  Mx
13356            Logbooks            Logbooks
13357                  Qx                  Qx
13358                  Qx                  Qx
13359                  Qx                  Qx
13360                  Qx                  Qx
13361                  Qx                  Qx
13362             Quality             Quality
13363                  Qx                  Qx
13364                  Qx                  Qx
13365                  Qx                  Qx
13366             Quality             Quality
13367                  Qx                  Qx
13368                  Qx                  Qx
13369             Quality             Quality
13370                  Qx                  Qx
13371                  Qx                  Qx
13372                  Qx                  Qx
13373                  Qx                  Qx
13374                  Mx                  Mx
13375                  Qx                  Qx
13376                  Mx                  Mx
13377                  Mx                  Mx
13378                  Qx                  Qx
13379            Low Info            Low Info
13380                  Qx                  Qx
13381                  Mx                  Mx
13382                  Qx                  Qx
13383             Quality             Quality
13384                  Qx                  Qx
13385                  Qx                  Qx
13386                  Qx                  Qx
13387                  Mx                  Mx
13388                  Qx                  Qx
13389                  Mx                  Mx
13390                  Qx                  Qx
13391                  Qx                  Qx
13392                  Qx                  Qx
13393             Quality             Quality
13394                  Mx                  Mx
13395                  Qx                  Qx
13396                  Qx                  Qx
13397                  Mx                  Mx
13398                  Mx                  Mx
13399                  Qx                  Qx
13400                  Mx                  Mx
13401                  Qx                  Qx
13402                  Qx                  Qx
13403                  Qx                  Qx
13404                  Qx                  Qx
13405                  Qx                  Qx
13406                  Qx                  Qx
13407                  Qx                  Qx
13408             Quality             Quality
13409                  Qx                  Qx
13410            Low Info            Low Info
13411       Manufacturing       Manufacturing
13412             Quality             Quality
13413                  Mx                  Mx
13414                  Qx                  Qx
13415                  Qx                  Qx
13416            Low Info            Low Info
13417                  Qx                  Qx
13418            Low Info            Low Info
13419                  Qx                  Qx
13420            Low Info            Low Info
13421                  Mx                  Mx
13422                  Mx                  Mx
13423            Logbooks            Logbooks
13424                  Qx                  Qx
13425                  Qx                  Qx
13426             Quality             Quality
13427                  Mx                  Mx
13428                  Mx                  Mx
13429                  Qx                  Qx
13430            Logbooks            Logbooks
13431                  Qx                  Qx
13432       Manufacturing       Manufacturing
13433                  Mx                  Mx
13434                  Mx                  Mx
13435            Supplier            Supplier
13436                  Qx                  Qx
13437                  Qx                  Qx
13438                  Qx                  Qx
13439                  Qx                  Qx
13440    Asset Management    Asset Management
13441                  Qx                  Qx
13442                  Qx                  Qx
13443                  Qx                  Qx
13444                  Qx                  Qx
13445                  Mx                  Mx
13446                  Qx                  Qx
13447            Low Info            Low Info
13448                  Mx                  Mx
13449                  Mx                  Mx
13450            Low Info            Low Info
13451                  Mx                  Mx
13452                  Qx                  Qx
13453                  Qx                  Qx
13454            Low Info            Low Info
13455                  Qx                  Qx
13456                  Qx                  Qx
13457                  Qx                  Qx
13458            Logbooks            Logbooks
13459                  Qx                  Qx
13460            Logbooks            Logbooks
13461            Logbooks            Logbooks
13462                  Qx                  Qx
13463            Logbooks            Logbooks
13464            Logbooks            Logbooks
13465            Low Info            Low Info
13466            Logbooks            Logbooks
13467            Logbooks            Logbooks
13468            Logbooks            Logbooks
13469            Logbooks            Logbooks
13470            Logbooks            Logbooks
13471            Logbooks            Logbooks
13472            Logbooks            Logbooks
13473            Logbooks            Logbooks
13474            Logbooks            Logbooks
13475                  Qx                  Qx
13476                  Mx                  Mx
13477                  Mx                  Mx
13478             Quality             Quality
13479                  Qx                  Qx
13480       Manufacturing       Manufacturing
13481       Manufacturing       Manufacturing
13482                  Qx                  Qx
13483                  Qx                  Qx
13484             Quality             Quality
13485                  Qx                  Qx
13486                  Qx                  Qx
13487                  Qx                  Qx
13488                  Qx                  Qx
13489                  Qx                  Qx
13490       Manufacturing       Manufacturing
13491                  Qx                  Qx
13492                  Qx                  Qx
13493                  Qx                  Qx
13494                  Qx                  Qx
13495                  Qx                  Qx
13496                  Qx                  Qx
13497                  Ax                  Ax
13498                  Qx                  Qx
13499                  Qx                  Qx
13500                  Qx                  Qx
13501            Low Info            Low Info
13502                  Qx                  Qx
13503            Platform            Platform
13504                  Qx                  Qx
13505                  Qx                  Qx
13506                  Qx                  Qx
13507                  Qx                  Qx
13508                  Mx                  Mx
13509                  Qx                  Qx
13510             Quality             Quality
13511            Clinical            Clinical
13512            Clinical            Clinical
13513                  Qx                  Qx
13514       Manufacturing       Manufacturing
13515                  Qx                  Qx
13516                  Mx                  Mx
13517                  Qx                  Qx
13518                  Qx                  Qx
13519                  Qx                  Qx
13520            Low Info            Low Info
13521            Low Info            Low Info
13522                  Mx                  Mx
13523                  Qx                  Qx
13524                  Qx                  Qx
13525                  Qx                  Qx
13526                  Qx                  Qx
13527            Logbooks            Logbooks
13528             Quality             Quality
13529                  Qx                  Qx
13530                  Qx                  Qx
13531                  Qx                  Qx
13532                  Mx                  Mx
13533                  Qx                  Qx
13534            Low Info            Low Info
13535                  Mx                  Mx
13536                  Qx                  Qx
13537                  Mx                  Mx
13538             Quality             Quality
13539                  Qx                  Qx
13540       Manufacturing       Manufacturing
13541                  Mx                  Mx
13542             Quality             Quality
13543                  Qx                  Qx
13544                  Qx                  Qx
13545                  Qx                  Qx
13546                  Qx                  Qx
13547             Quality             Quality
13548                  Qx                  Qx
13549                  Qx                  Qx
13550            Low Info            Low Info
13551                  Qx                  Qx
13552             Quality             Quality
13553                  Qx                  Qx
13554                  Qx                  Qx
13555                  Mx                  Mx
13556                  Qx                  Qx
13557            Low Info            Low Info
13558                  Qx                  Qx
13559                  Qx                  Qx
13560                  Qx                  Qx
13561                  Mx                  Mx
13562                  Qx                  Qx
13563 Product Development Product Development
13564                  Qx                  Qx
13565                  Mx                  Mx
13566            Low Info            Low Info
13567            Low Info            Low Info
13568                  Qx                  Qx
13569                  Qx                  Qx
13570                  Qx                  Qx
13571                  Qx                  Qx
13572                  Qx                  Qx
13573                  Qx                  Qx
13574            Logbooks            Logbooks
13575             Quality             Quality
13576             Quality             Quality
13577                  Mx                  Mx
13578                  Mx                  Mx
13579             Quality             Quality
13580                  Qx                  Qx
13581            Supplier            Supplier
13582                  Qx                  Qx
13583                  Qx                  Qx
13584                  Qx                  Qx
13585                  Qx                  Qx
13586             Quality             Quality
13587                  Qx                  Qx
13588                  Mx                  Mx
13589                  Mx                  Mx
13590                  Qx                  Qx
13591                  Mx                  Mx
13592                  Mx                  Mx
13593             Quality             Quality
13594             Quality             Quality
13595                  Mx                  Mx
13596                  Qx                  Qx
13597                  Mx                  Mx
13598                  Qx                  Qx
13599                  Qx                  Qx
13600                  Qx                  Qx
13601                  Qx                  Qx
13602            Logbooks            Logbooks
13603                  Mx                  Mx
13604                  Mx                  Mx
13605                  Mx                  Mx
13606                  Qx                  Qx
13607                  Mx                  Mx
13608                  Qx                  Qx
13609            Logbooks            Logbooks
13610            Logbooks            Logbooks
13611            Logbooks            Logbooks
13612                  Qx                  Qx
13613            Low Info            Low Info
13614                  Qx                  Qx
13615                  Qx                  Qx
13616             Quality             Quality
13617                  Qx                  Qx
13618                  Qx                  Qx
13619 Product Development Product Development
13620                  Mx                  Mx
13621                  Qx                  Qx
13622                  Qx                  Qx
13623                  Qx                  Qx
13624                  Qx                  Qx
13625                  Qx                  Qx
13626                  Qx                  Qx
13627             Quality             Quality
13628             Quality             Quality
13629             Quality             Quality
13630                  Qx                  Qx
13631            Low Info            Low Info
13632                  Qx                  Qx
13633                  Qx                  Qx
13634                  Qx                  Qx
13635                  Qx                  Qx
13636                  Qx                  Qx
13637             Quality             Quality
13638             Quality             Quality
13639                  Qx                  Qx
13640                  Qx                  Qx
13641                  Qx                  Qx
13642                  Qx                  Qx
13643                  Mx                  Mx
13644                  Qx                  Qx
13645                  Qx                  Qx
13646                  Qx                  Qx
13647                  Qx                  Qx
13648                  Qx                  Qx
13649                  Qx                  Qx
13650          Regulatory          Regulatory
13651                  Qx                  Qx
13652                  Qx                  Qx
13653       Manufacturing       Manufacturing
13654                  Qx                  Qx
13655                  Qx                  Qx
13656             Quality             Quality
13657                  Qx                  Qx
13658                  Qx                  Qx
13659                  Qx                  Qx
13660                  Qx                  Qx
13661                  Qx                  Qx
13662             Quality             Quality
13663                  Qx                  Qx
13664                  Qx                  Qx
13665                  Qx                  Qx
13666                  Qx                  Qx
13667                  Mx                  Mx
13668            Low Info            Low Info
13669            Low Info            Low Info
13670                  Mx                  Mx
13671                  Qx                  Qx
13672                  Qx                  Qx
13673                  Qx                  Qx
13674            Low Info            Low Info
13675            Low Info            Low Info
13676                  Qx                  Qx
13677                  Qx                  Qx
13678            Low Info            Low Info
13679            Low Info            Low Info
13680             Quality             Quality
13681                  Qx                  Qx
13682                  Qx                  Qx
13683                  Qx                  Qx
13684                  Qx                  Qx
13685                  Qx                  Qx
13686          Regulatory          Regulatory
13687             Quality             Quality
13688                  Qx                  Qx
13689                  Qx                  Qx
13690                  Qx                  Qx
13691                  Mx                  Mx
13692                  Qx                  Qx
13693                  Qx                  Qx
13694                  Mx                  Mx
13695             Quality             Quality
13696             Quality             Quality
13697                  Qx                  Qx
13698                  Qx                  Qx
13699                  Qx                  Qx
13700                  Qx                  Qx
13701                  Mx                  Mx
13702          Regulatory          Regulatory
13703                  Ax                  Ax
13704    Asset Management    Asset Management
13705                  Qx                  Qx
13706                  Qx                  Qx
13707                  Qx                  Qx
13708          Regulatory          Regulatory
13709             Quality             Quality
13710                  Qx                  Qx
13711                  Mx                  Mx
13712                  Qx                  Qx
13713                  Qx                  Qx
13714                  Qx                  Qx
13715                  Mx                  Mx
13716                  Qx                  Qx
13717             Quality             Quality
13718                  Qx                  Qx
13719                  Qx                  Qx
13720                  Qx                  Qx
13721                  Qx                  Qx
13722                  Qx                  Qx
13723                  Qx                  Qx
13724                  Qx                  Qx
13725         Post-Market         Post-Market
13726                  Qx                  Qx
13727             Quality             Quality
13728                  Mx                  Mx
13729             Quality             Quality
13730             Quality             Quality
13731                  Qx                  Qx
13732                  Qx                  Qx
13733                  Qx                  Qx
13734            Low Info            Low Info
13735                  Qx                  Qx
13736                  Mx                  Mx
13737                  Qx                  Qx
13738                  Qx                  Qx
13739                  Qx                  Qx
13740                  Qx                  Qx
13741            Platform            Platform
13742                  Qx                  Qx
13743                  Qx                  Qx
13744             Quality             Quality
13745            Low Info            Low Info
13746            Low Info            Low Info
13747                  Qx                  Qx
13748                  Qx                  Qx
13749                  Qx                  Qx
13750                  Qx                  Qx
13751                  Qx                  Qx
13752                  Qx                  Qx
13753                  Mx                  Mx
13754                  Qx                  Qx
13755                  Qx                  Qx
13756                  Qx                  Qx
13757                  Qx                  Qx
13758             Quality             Quality
13759            Supplier            Supplier
13760                  Qx                  Qx
13761                  Qx                  Qx
13762                  Qx                  Qx
13763                  Qx                  Qx
13764                  Qx                  Qx
13765                  Qx                  Qx
13766                  Qx                  Qx
13767                  Qx                  Qx
13768                  Qx                  Qx
13769                  Qx                  Qx
13770       Manufacturing       Manufacturing
13771                  Qx                  Qx
13772            Low Info            Low Info
13773                  Qx                  Qx
13774                  Qx                  Qx
13775                  Qx                  Qx
13776                  Qx                  Qx
13777                  Qx                  Qx
13778                  Qx                  Qx
13779                  Qx                  Qx
13780                  Qx                  Qx
13781                  Qx                  Qx
13782                  Qx                  Qx
13783                  Qx                  Qx
13784                  Qx                  Qx
13785                  Qx                  Qx
13786                  Qx                  Qx
13787                  Qx                  Qx
13788                  Qx                  Qx
13789                  Qx                  Qx
13790                  Qx                  Qx
13791                  Qx                  Qx
13792                  Qx                  Qx
13793                  Qx                  Qx
13794                  Qx                  Qx
13795                  Qx                  Qx
13796                  Qx                  Qx
13797                  Qx                  Qx
13798                  Qx                  Qx
13799                  Qx                  Qx
13800                  Qx                  Qx
13801                  Qx                  Qx
13802            Platform            Platform
13803            Logbooks            Logbooks
13804                  Qx                  Qx
13805                  Qx                  Qx
13806                  Qx                  Qx
13807                  Qx                  Qx
13808            Supplier            Supplier
13809                  Mx                  Mx
13810                  Qx                  Qx
13811                  Qx                  Qx
13812             Quality             Quality
13813                  Qx                  Qx
13814                  Qx                  Qx
13815                  Qx                  Qx
13816             Quality             Quality
13817                  Qx                  Qx
13818                  Qx                  Qx
13819                  Qx                  Qx
13820                  Mx                  Mx
13821                  Qx                  Qx
13822            Low Info            Low Info
13823             Quality             Quality
13824                  Qx                  Qx
13825            Supplier            Supplier
13826                  Qx                  Qx
13827                  Qx                  Qx
13828             Quality             Quality
13829                  Qx                  Qx
13830                  Qx                  Qx
13831                  Mx                  Mx
13832             Quality             Quality
13833                  Qx                  Qx
13834                  Qx                  Qx
13835             Quality             Quality
13836                  Qx                  Qx
13837                  Qx                  Qx
13838                  Ax                  Ax
13839          Regulatory          Regulatory
13840                  Qx                  Qx
13841       Manufacturing       Manufacturing
13842                  Mx                  Mx
13843                  Mx                  Mx
13844                  Qx                  Qx
13845                  Mx                  Mx
13846            Logbooks            Logbooks
13847                  Qx                  Qx
13848                  Qx                  Qx
13849                  Qx                  Qx
13850                  Qx                  Qx
13851             Quality             Quality
13852             Quality             Quality
13853            Logbooks            Logbooks
13854            Logbooks            Logbooks
13855            Logbooks            Logbooks
13856                  Qx                  Qx
13857            Logbooks            Logbooks
13858            Logbooks            Logbooks
13859            Logbooks            Logbooks
13860                  Qx                  Qx
13861                  Mx                  Mx
13862            Logbooks            Logbooks
13863            Logbooks            Logbooks
13864            Logbooks            Logbooks
13865            Logbooks            Logbooks
13866            Logbooks            Logbooks
13867            Logbooks            Logbooks
13868            Logbooks            Logbooks
13869            Logbooks            Logbooks
13870            Logbooks            Logbooks
13871            Logbooks            Logbooks
13872            Logbooks            Logbooks
13873            Logbooks            Logbooks
13874            Logbooks            Logbooks
13875                  Qx                  Qx
13876                  Qx                  Qx
13877                  Qx                  Qx
13878             Quality             Quality
13879                  Qx                  Qx
13880          Regulatory          Regulatory
13881            Low Info            Low Info
13882                  Qx                  Qx
13883                  Qx                  Qx
13884                  Mx                  Mx
13885                  Mx                  Mx
13886                  Mx                  Mx
13887                  Qx                  Qx
13888             Quality             Quality
13889            Low Info            Low Info
13890                  Qx                  Qx
13891                  Mx                  Mx
13892             Quality             Quality
13893       Manufacturing       Manufacturing
13894                  Qx                  Qx
13895                  Mx                  Mx
13896                  Mx                  Mx
13897                  Mx                  Mx
13898                  Mx                  Mx
13899                  Mx                  Mx
13900                  Qx                  Qx
13901                  Qx                  Qx
13902                  Mx                  Mx
13903             Quality             Quality
13904                  Ax                  Ax
13905                  Qx                  Qx
13906                  Mx                  Mx
13907                  Mx                  Mx
13908                  Mx                  Mx
13909                  Mx                  Mx
13910                  Mx                  Mx
13911             Quality             Quality
13912                  Qx                  Qx
13913                  Qx                  Qx
13914 Product Development Product Development
13915                  Qx                  Qx
13916                  Qx                  Qx
13917             Quality             Quality
13918                  Qx                  Qx
13919             Quality             Quality
13920                  Mx                  Mx
13921            Low Info            Low Info
13922            Low Info            Low Info
13923            Low Info            Low Info
13924            Low Info            Low Info
13925                  Qx                  Qx
13926             Quality             Quality
13927                  Mx                  Mx
13928                  Mx                  Mx
13929                  Mx                  Mx
13930                  Mx                  Mx
13931                  Mx                  Mx
13932                  Qx                  Qx
13933                  Qx                  Qx
13934    Asset Management    Asset Management
13935             Quality             Quality
13936       Manufacturing       Manufacturing
13937                  Qx                  Qx
13938                  Qx                  Qx
13939                  Mx                  Mx
13940                  Mx                  Mx
13941       Manufacturing       Manufacturing
13942            Clinical            Clinical
13943            Low Info            Low Info
13944                  Qx                  Qx
13945                  Qx                  Qx
13946                  Qx                  Qx
13947            Low Info            Low Info
13948             Quality             Quality
13949                  Qx                  Qx
13950                  Qx                  Qx
13951             Quality             Quality
13952                  Qx                  Qx
13953                  Qx                  Qx
13954                  Mx                  Mx
13955                  Mx                  Mx
13956                  Qx                  Qx
13957       Manufacturing       Manufacturing
13958             Quality             Quality
13959            Low Info            Low Info
13960            Logbooks            Logbooks
13961          Regulatory          Regulatory
13962                  Qx                  Qx
13963                  Qx                  Qx
13964                  Qx                  Qx
13965                  Qx                  Qx
13966             Quality             Quality
13967            Logbooks            Logbooks
13968                  Qx                  Qx
13969            Low Info            Low Info
13970                  Qx                  Qx
13971                  Qx                  Qx
13972                  Qx                  Qx
13973                  Qx                  Qx
13974            Clinical            Clinical
13975                  Qx                  Qx
13976                  Mx                  Mx
13977                  Mx                  Mx
13978                  Mx                  Mx
13979                  Qx                  Qx
13980                  Qx                  Qx
13981                  Qx                  Qx
13982                  Qx                  Qx
13983                  Qx                  Qx
13984                  Mx                  Mx
13985            Logbooks            Logbooks
13986            Logbooks            Logbooks
13987                  Qx                  Qx
13988                  Qx                  Qx
13989            Low Info            Low Info
13990                  Qx                  Qx
13991                  Mx                  Mx
13992            Logbooks            Logbooks
13993                  Qx                  Qx
13994                  Qx                  Qx
13995                  Qx                  Qx
13996                  Qx                  Qx
13997             Quality             Quality
13998             Quality             Quality
13999                  Qx                  Qx
14000                  Qx                  Qx
14001                  Qx                  Qx
14002                  Mx                  Mx
14003                  Qx                  Qx
14004                  Mx                  Mx
14005                  Qx                  Qx
14006                  Qx                  Qx
14007            Low Info            Low Info
14008    Asset Management    Asset Management
14009                  Qx                  Qx
14010             Quality             Quality
14011                  Qx                  Qx
14012                  Qx                  Qx
14013                  Qx                  Qx
14014                  Qx                  Qx
14015            Logbooks            Logbooks
14016                  Qx                  Qx
14017                  Mx                  Mx
14018                  Qx                  Qx
14019                  Qx                  Qx
14020             Quality             Quality
14021                  Qx                  Qx
14022                  Qx                  Qx
14023                  Qx                  Qx
14024                  Qx                  Qx
14025                  Qx                  Qx
14026                  Qx                  Qx
14027                  Qx                  Qx
14028                  Qx                  Qx
14029                  Qx                  Qx
14030                  Qx                  Qx
14031                  Qx                  Qx
14032                  Qx                  Qx
14033                  Qx                  Qx
14034                  Qx                  Qx
14035                  Mx                  Mx
14036                  Mx                  Mx
14037                  Mx                  Mx
14038                  Qx                  Qx
14039             Quality             Quality
14040            Low Info            Low Info
14041                  Qx                  Qx
14042                  Qx                  Qx
14043                  Qx                  Qx
14044                  Qx                  Qx
14045             Quality             Quality
14046                  Qx                  Qx
14047                  Qx                  Qx
14048                  Qx                  Qx
14049                  Qx                  Qx
14050                  Mx                  Mx
14051                  Mx                  Mx
14052             Quality             Quality
14053                  Qx                  Qx
14054                  Qx                  Qx
14055                  Mx                  Mx
14056                  Mx                  Mx
14057                  Mx                  Mx
14058                  Qx                  Qx
14059                  Qx                  Qx
14060                  Qx                  Qx
14061                  Qx                  Qx
14062                  Qx                  Qx
14063            Low Info            Low Info
14064                  Qx                  Qx
14065                  Qx                  Qx
14066                  Qx                  Qx
14067                  Mx                  Mx
14068                  Qx                  Qx
14069                  Qx                  Qx
14070                  Qx                  Qx
14071       Manufacturing       Manufacturing
14072                  Qx                  Qx
14073                  Mx                  Mx
14074                  Qx                  Qx
14075                  Qx                  Qx
14076       Manufacturing       Manufacturing
14077                  Qx                  Qx
14078                  Qx                  Qx
14079                  Qx                  Qx
14080                  Mx                  Mx
14081                  Qx                  Qx
14082             Quality             Quality
14083                  Qx                  Qx
14084                  Mx                  Mx
14085                  Qx                  Qx
14086                  Qx                  Qx
14087                  Mx                  Mx
14088                  Qx                  Qx
14089                  Mx                  Mx
14090            Platform            Platform
14091                  Qx                  Qx
14092                  Qx                  Qx
14093                  Qx                  Qx
14094                  Qx                  Qx
14095                  Mx                  Mx
14096                  Qx                  Qx
14097            Low Info            Low Info
14098       Manufacturing       Manufacturing
14099                  Qx                  Qx
14100                  Qx                  Qx
14101            Platform            Platform
14102            Platform            Platform
14103                  Qx                  Qx
14104                  Qx                  Qx
14105                  Qx                  Qx
14106                  Qx                  Qx
14107                  Mx                  Mx
14108                  Mx                  Mx
14109                  Qx                  Qx
14110                  Qx                  Qx
14111             Quality             Quality
14112                  Qx                  Qx
14113                  Qx                  Qx
14114                  Qx                  Qx
14115                  Qx                  Qx
14116       Manufacturing       Manufacturing
14117                  Qx                  Qx
14118                  Qx                  Qx
14119                  Qx                  Qx
14120                  Mx                  Mx
14121                  Qx                  Qx
14122            Low Info            Low Info
14123                  Qx                  Qx
14124       Manufacturing       Manufacturing
14125                  Qx                  Qx
14126                  Qx                  Qx
14127             Quality             Quality
14128                  Mx                  Mx
14129                  Qx                  Qx
14130                  Qx                  Qx
14131                  Qx                  Qx
14132                  Qx                  Qx
14133                  Qx                  Qx
14134                  Qx                  Qx
14135             Quality             Quality
14136                  Qx                  Qx
14137                  Mx                  Mx
14138                  Qx                  Qx
14139                  Qx                  Qx
14140                  Qx                  Qx
14141                  Qx                  Qx
14142                  Qx                  Qx
14143                  Qx                  Qx
14144                  Qx                  Qx
14145                  Qx                  Qx
14146             Quality             Quality
14147                  Qx                  Qx
14148                  Qx                  Qx
14149                  Qx                  Qx
14150                  Mx                  Mx
14151                  Qx                  Qx
14152                  Qx                  Qx
14153                  Qx                  Qx
14154                  Mx                  Mx
14155                  Mx                  Mx
14156                  Qx                  Qx
14157                  Qx                  Qx
14158                  Qx                  Qx
14159            Low Info            Low Info
14160          Regulatory          Regulatory
14161    Asset Management    Asset Management
14162    Asset Management    Asset Management
14163                  Qx                  Qx
14164             Quality             Quality
14165             Quality             Quality
14166                  Qx                  Qx
14167             Quality             Quality
14168                  Qx                  Qx
14169            Platform            Platform
14170                  Qx                  Qx
14171                  Qx                  Qx
14172                  Qx                  Qx
14173                  Qx                  Qx
14174                  Qx                  Qx
14175                  Qx                  Qx
14176                  Mx                  Mx
14177                  Mx                  Mx
14178                  Qx                  Qx
14179                  Mx                  Mx
14180                  Qx                  Qx
14181                  Qx                  Qx
14182                  Qx                  Qx
14183                  Qx                  Qx
14184                  Qx                  Qx
14185                  Mx                  Mx
14186                  Qx                  Qx
14187                  Qx                  Qx
14188            Platform            Platform
14189                  Mx                  Mx
14190                  Qx                  Qx
14191                  Qx                  Qx
14192                  Qx                  Qx
14193                  Mx                  Mx
14194                  Qx                  Qx
14195         Post-Market         Post-Market
14196             Quality             Quality
14197                  Qx                  Qx
14198             Quality             Quality
14199                  Qx                  Qx
14200                  Qx                  Qx
14201                  Mx                  Mx
14202                  Qx                  Qx
14203                  Qx                  Qx
14204                  Qx                  Qx
14205                  Qx                  Qx
14206                  Qx                  Qx
14207            Platform            Platform
14208             Quality             Quality
14209            Low Info            Low Info
14210            Low Info            Low Info
14211                  Qx                  Qx
14212                  Qx                  Qx
14213                  Qx                  Qx
14214                  Qx                  Qx
14215                  Qx                  Qx
14216                  Qx                  Qx
14217                  Mx                  Mx
14218                  Qx                  Qx
14219            Logbooks            Logbooks
14220                  Mx                  Mx
14221                  Qx                  Qx
14222                  Mx                  Mx
14223                  Mx                  Mx
14224            Logbooks            Logbooks
14225                  Qx                  Qx
14226            Platform            Platform
14227                  Qx                  Qx
14228             Quality             Quality
14229                  Qx                  Qx
14230                  Qx                  Qx
14231                  Qx                  Qx
14232                  Qx                  Qx
14233             Quality             Quality
14234                  Qx                  Qx
14235             Quality             Quality
14236            Clinical            Clinical
14237             Quality             Quality
14238            Clinical            Clinical
14239                  Qx                  Qx
14240                  Qx                  Qx
14241                  Qx                  Qx
14242                  Qx                  Qx
14243                  Qx                  Qx
14244                  Mx                  Mx
14245                  Qx                  Qx
14246                  Mx                  Mx
14247            Low Info            Low Info
14248                  Qx                  Qx
14249                  Mx                  Mx
14250                  Qx                  Qx
14251       Manufacturing       Manufacturing
14252                  Qx                  Qx
14253                  Qx                  Qx
14254             Quality             Quality
14255          Regulatory          Regulatory
14256                  Qx                  Qx
14257            Low Info            Low Info
14258                  Qx                  Qx
14259             Quality             Quality
14260                  Qx                  Qx
14261                  Qx                  Qx
14262                  Qx                  Qx
14263                  Qx                  Qx
14264             Quality             Quality
14265                  Qx                  Qx
14266                  Ax                  Ax
14267                  Qx                  Qx
14268            Low Info            Low Info
14269            Low Info            Low Info
14270                  Qx                  Qx
14271                  Qx                  Qx
14272                  Qx                  Qx
14273                  Mx                  Mx
14274                  Qx                  Qx
14275                  Qx                  Qx
14276                  Qx                  Qx
14277                  Qx                  Qx
14278                  Qx                  Qx
14279                  Qx                  Qx
14280                  Qx                  Qx
14281                  Qx                  Qx
14282                  Qx                  Qx
14283                  Qx                  Qx
14284                  Qx                  Qx
14285                  Qx                  Qx
14286       Manufacturing       Manufacturing
14287                  Qx                  Qx
14288                  Qx                  Qx
14289                  Qx                  Qx
14290                  Qx                  Qx
14291                  Qx                  Qx
14292                  Qx                  Qx
14293                  Qx                  Qx
14294                  Qx                  Qx
14295                  Qx                  Qx
14296                  Qx                  Qx
14297             Quality             Quality
14298                  Qx                  Qx
14299                  Qx                  Qx
14300                  Qx                  Qx
14301            Clinical            Clinical
14302       Manufacturing       Manufacturing
14303            Platform            Platform
14304                  Qx                  Qx
14305                  Qx                  Qx
14306                  Mx                  Mx
14307                  Mx                  Mx
14308             Quality             Quality
14309                  Qx                  Qx
14310                  Qx                  Qx
14311             Quality             Quality
14312                  Qx                  Qx
14313                  Mx                  Mx
14314                  Mx                  Mx
14315                  Mx                  Mx
14316                  Qx                  Qx
14317            Supplier            Supplier
14318                  Qx                  Qx
14319            Logbooks            Logbooks
14320                  Mx                  Mx
14321                  Qx                  Qx
14322       Manufacturing       Manufacturing
14323                  Mx                  Mx
14324                  Mx                  Mx
14325                  Qx                  Qx
14326                  Mx                  Mx
14327                  Qx                  Qx
14328                  Mx                  Mx
14329                  Mx                  Mx
14330                  Qx                  Qx
14331                  Qx                  Qx
14332                  Qx                  Qx
14333                  Qx                  Qx
14334             Quality             Quality
14335    Asset Management    Asset Management
14336                  Mx                  Mx
14337                  Qx                  Qx
14338                  Qx                  Qx
14339                  Qx                  Qx
14340                  Qx                  Qx
14341                  Qx                  Qx
14342                  Qx                  Qx
14343                  Mx                  Mx
14344                  Qx                  Qx
14345                  Qx                  Qx
14346                  Qx                  Qx
14347             Quality             Quality
14348       Manufacturing       Manufacturing
14349            Low Info            Low Info
14350          Regulatory          Regulatory
14351                  Qx                  Qx
14352                  Qx                  Qx
14353            Platform            Platform
14354             Quality             Quality
14355       Manufacturing       Manufacturing
14356                  Qx                  Qx
14357            Clinical            Clinical
14358                  Qx                  Qx
14359                  Mx                  Mx
14360                  Qx                  Qx
14361                  Mx                  Mx
14362                  Qx                  Qx
14363                  Mx                  Mx
14364                  Qx                  Qx
14365                  Qx                  Qx
14366                  Qx                  Qx
14367                  Mx                  Mx
14368                  Qx                  Qx
14369             Quality             Quality
14370       Manufacturing       Manufacturing
14371       Manufacturing       Manufacturing
14372                  Qx                  Qx
14373             Quality             Quality
14374            Low Info            Low Info
14375                  Qx                  Qx
14376                  Mx                  Mx
14377                  Mx                  Mx
14378                  Mx                  Mx
14379 Product Development Product Development
14380                  Qx                  Qx
14381                  Qx                  Qx
14382                  Mx                  Mx
14383                  Qx                  Qx
14384                  Qx                  Qx
14385       Manufacturing       Manufacturing
14386       Manufacturing       Manufacturing
14387                  Qx                  Qx
14388            Supplier            Supplier
14389                  Qx                  Qx
14390                  Qx                  Qx
14391            Platform            Platform
14392                  Mx                  Mx
14393                  Qx                  Qx
14394                  Qx                  Qx
14395                  Qx                  Qx
14396          Regulatory          Regulatory
14397             Quality             Quality
14398                  Qx                  Qx
14399                  Qx                  Qx
14400       Manufacturing       Manufacturing
14401                  Qx                  Qx
14402                  Qx                  Qx
14403                  Qx                  Qx
14404                  Mx                  Mx
14405                  Qx                  Qx
14406         Post-Market         Post-Market
14407                  Mx                  Mx
14408                  Qx                  Qx
14409                  Qx                  Qx
14410                  Mx                  Mx
14411                  Qx                  Qx
14412             Quality             Quality
14413                  Qx                  Qx
14414                  Qx                  Qx
14415                  Qx                  Qx
14416                  Mx                  Mx
14417                  Qx                  Qx
14418                  Qx                  Qx
14419                  Qx                  Qx
14420            Supplier            Supplier
14421                  Qx                  Qx
14422                  Qx                  Qx
14423             Quality             Quality
14424                  Mx                  Mx
14425                  Qx                  Qx
14426       Manufacturing       Manufacturing
14427             Quality             Quality
14428                  Qx                  Qx
14429                  Qx                  Qx
14430                  Qx                  Qx
14431                  Qx                  Qx
14432                  Qx                  Qx
14433                  Qx                  Qx
14434                  Qx                  Qx
14435                  Qx                  Qx
14436            Low Info            Low Info
14437                  Mx                  Mx
14438                  Qx                  Qx
14439                  Qx                  Qx
14440                  Qx                  Qx
14441            Low Info            Low Info
14442                  Mx                  Mx
14443             Quality             Quality
14444                  Qx                  Qx
14445                  Qx                  Qx
14446    Asset Management    Asset Management
14447                  Qx                  Qx
14448                  Qx                  Qx
14449    Asset Management    Asset Management
14450                  Qx                  Qx
14451                  Qx                  Qx
14452                  Qx                  Qx
14453             Quality             Quality
14454             Quality             Quality
14455                  Qx                  Qx
14456                  Qx                  Qx
14457                  Qx                  Qx
14458                  Mx                  Mx
14459                  Qx                  Qx
14460                  Mx                  Mx
14461                  Qx                  Qx
14462                  Qx                  Qx
14463                  Qx                  Qx
14464                  Mx                  Mx
14465                  Mx                  Mx
14466                  Qx                  Qx
14467                  Qx                  Qx
14468                  Ax                  Ax
14469                  Qx                  Qx
14470                  Qx                  Qx
14471                  Qx                  Qx
14472             Quality             Quality
14473                  Qx                  Qx
14474                  Qx                  Qx
14475            Platform            Platform
14476             Quality             Quality
14477       Manufacturing       Manufacturing
14478                  Qx                  Qx
14479                  Qx                  Qx
14480                  Qx                  Qx
14481          Regulatory          Regulatory
14482                  Qx                  Qx
14483                  Mx                  Mx
14484                  Qx                  Qx
14485                  Qx                  Qx
14486                  Qx                  Qx
14487                  Qx                  Qx
14488       Manufacturing       Manufacturing
14489                  Qx                  Qx
14490                  Qx                  Qx
14491                  Mx                  Mx
14492                  Qx                  Qx
14493                  Qx                  Qx
14494                  Qx                  Qx
14495                  Qx                  Qx
14496                  Qx                  Qx
14497                  Qx                  Qx
14498                  Qx                  Qx
14499                  Qx                  Qx
14500                  Qx                  Qx
14501                  Qx                  Qx
14502                  Qx                  Qx
14503                  Qx                  Qx
14504             Quality             Quality
14505             Quality             Quality
14506            Supplier            Supplier
14507                  Qx                  Qx
14508                  Qx                  Qx
14509                  Qx                  Qx
14510       Manufacturing       Manufacturing
14511            Logbooks            Logbooks
14512                  Qx                  Qx
14513 Product Development Product Development
14514          Regulatory          Regulatory
14515                  Qx                  Qx
14516                  Qx                  Qx
14517                  Qx                  Qx
14518                  Qx                  Qx
14519                  Qx                  Qx
14520                  Qx                  Qx
14521             Quality             Quality
14522            Platform            Platform
14523                  Qx                  Qx
14524                  Qx                  Qx
14525                  Qx                  Qx
14526    Asset Management    Asset Management
14527                  Mx                  Mx
14528                  Qx                  Qx
14529                  Qx                  Qx
14530            Logbooks            Logbooks
14531                  Qx                  Qx
14532                  Qx                  Qx
14533                  Qx                  Qx
14534                  Qx                  Qx
14535                  Qx                  Qx
14536                  Qx                  Qx
14537                  Qx                  Qx
14538             Quality             Quality
14539             Quality             Quality
14540                  Qx                  Qx
14541                  Qx                  Qx
14542                  Mx                  Mx
14543                  Qx                  Qx
14544                  Qx                  Qx
14545            Low Info            Low Info
14546                  Mx                  Mx
14547            Low Info            Low Info
14548                  Mx                  Mx
14549                  Qx                  Qx
14550             Quality             Quality
14551                  Qx                  Qx
14552                  Mx                  Mx
14553                  Qx                  Qx
14554                  Qx                  Qx
14555             Quality             Quality
14556                  Qx                  Qx
14557       Manufacturing       Manufacturing
14558                  Qx                  Qx
14559                  Mx                  Mx
14560                  Qx                  Qx
14561                  Qx                  Qx
14562                  Qx                  Qx
14563             Quality             Quality
14564             Quality             Quality
14565            Platform            Platform
14566                  Qx                  Qx
14567                  Qx                  Qx
14568                  Qx                  Qx
14569                  Qx                  Qx
14570                  Qx                  Qx
14571                  Qx                  Qx
14572            Low Info            Low Info
14573             Quality             Quality
14574                  Qx                  Qx
14575                  Mx                  Mx
14576                  Mx                  Mx
14577                  Qx                  Qx
14578                  Mx                  Mx
14579                  Qx                  Qx
14580                  Qx                  Qx
14581                  Qx                  Qx
14582                  Qx                  Qx
14583                  Qx                  Qx
14584                  Qx                  Qx
14585                  Qx                  Qx
14586                  Qx                  Qx
14587                  Mx                  Mx
14588                  Qx                  Qx
14589                  Qx                  Qx
14590                  Qx                  Qx
14591                  Qx                  Qx
14592                  Qx                  Qx
14593                  Qx                  Qx
14594                  Qx                  Qx
14595                  Qx                  Qx
14596    Asset Management    Asset Management
14597       Manufacturing       Manufacturing
14598                  Qx                  Qx
14599                  Qx                  Qx
14600            Platform            Platform
14601             Quality             Quality
14602            Clinical            Clinical
14603            Logbooks            Logbooks
14604                  Qx                  Qx
14605                  Qx                  Qx
14606                  Qx                  Qx
14607                  Qx                  Qx
14608                  Mx                  Mx
14609                  Qx                  Qx
14610             Quality             Quality
14611         Post-Market         Post-Market
14612                  Qx                  Qx
14613            Low Info            Low Info
14614                  Qx                  Qx
14615            Platform            Platform
14616                  Qx                  Qx
14617                  Qx                  Qx
14618                  Qx                  Qx
14619                  Qx                  Qx
14620                  Qx                  Qx
14621                  Qx                  Qx
14622            Low Info            Low Info
14623             Quality             Quality
14624                  Qx                  Qx
14625                  Qx                  Qx
14626                  Qx                  Qx
14627                  Mx                  Mx
14628                  Qx                  Qx
14629                  Qx                  Qx
14630                  Qx                  Qx
14631                  Qx                  Qx
14632                  Qx                  Qx
14633                  Qx                  Qx
14634                  Qx                  Qx
14635                  Qx                  Qx
14636                  Qx                  Qx
14637                  Qx                  Qx
14638                  Qx                  Qx
14639                  Qx                  Qx
14640                  Qx                  Qx
14641                  Qx                  Qx
14642             Quality             Quality
14643                  Qx                  Qx
14644             Quality             Quality
14645                  Mx                  Mx
14646                  Qx                  Qx
14647                  Mx                  Mx
14648             Quality             Quality
14649                  Mx                  Mx
14650                  Mx                  Mx
14651                  Mx                  Mx
14652                  Qx                  Qx
14653                  Qx                  Qx
14654                  Qx                  Qx
14655                  Qx                  Qx
14656                  Qx                  Qx
14657                  Qx                  Qx
14658                  Qx                  Qx
14659                  Qx                  Qx
14660                  Qx                  Qx
14661                  Qx                  Qx
14662                  Qx                  Qx
14663                  Qx                  Qx
14664                  Qx                  Qx
14665                  Qx                  Qx
14666                  Qx                  Qx
14667                  Qx                  Qx
14668                  Qx                  Qx
14669                  Qx                  Qx
14670                  Qx                  Qx
14671                  Qx                  Qx
14672                  Qx                  Qx
14673                  Qx                  Qx
14674                  Qx                  Qx
14675                  Qx                  Qx
14676                  Qx                  Qx
14677                  Qx                  Qx
14678                  Qx                  Qx
14679                  Mx                  Mx
14680                  Ax                  Ax
14681             Quality             Quality
14682                  Qx                  Qx
14683                  Qx                  Qx
14684                  Qx                  Qx
14685                  Mx                  Mx
14686                  Mx                  Mx
14687                  Qx                  Qx
14688          Regulatory          Regulatory
14689                  Mx                  Mx
14690                  Qx                  Qx
14691            Logbooks            Logbooks
14692                  Qx                  Qx
14693                  Ax                  Ax
14694                  Qx                  Qx
14695                  Qx                  Qx
14696                  Qx                  Qx
14697                  Qx                  Qx
14698            Low Info            Low Info
14699                  Qx                  Qx
14700             Quality             Quality
14701                  Qx                  Qx
14702                  Qx                  Qx
14703            Platform            Platform
14704                  Mx                  Mx
14705                  Qx                  Qx
14706                  Qx                  Qx
14707            Low Info            Low Info
14708                  Qx                  Qx
14709                  Qx                  Qx
14710                  Qx                  Qx
14711                  Qx                  Qx
14712                  Qx                  Qx
14713                  Qx                  Qx
14714                  Qx                  Qx
14715            Platform            Platform
14716                  Mx                  Mx
14717                  Mx                  Mx
14718                  Qx                  Qx
14719                  Qx                  Qx
14720                  Qx                  Qx
14721                  Mx                  Mx
14722                  Qx                  Qx
14723                  Mx                  Mx
14724                  Mx                  Mx
14725                  Qx                  Qx
14726       Manufacturing       Manufacturing
14727                  Mx                  Mx
14728       Manufacturing       Manufacturing
14729             Quality             Quality
14730            Logbooks            Logbooks
14731                  Qx                  Qx
14732                  Qx                  Qx
14733                  Qx                  Qx
14734                  Mx                  Mx
14735                  Qx                  Qx
14736                  Qx                  Qx
14737                  Qx                  Qx
14738                  Qx                  Qx
14739             Quality             Quality
14740                  Mx                  Mx
14741                  Mx                  Mx
14742                  Qx                  Qx
14743                  Mx                  Mx
14744                  Mx                  Mx
14745                  Qx                  Qx
14746                  Qx                  Qx
14747                  Mx                  Mx
14748                  Qx                  Qx
14749             Quality             Quality
14750            Logbooks            Logbooks
14751                  Mx                  Mx
14752                  Qx                  Qx
14753                  Qx                  Qx
14754                  Qx                  Qx
14755                  Qx                  Qx
14756                  Qx                  Qx
14757                  Qx                  Qx
14758                  Qx                  Qx
14759                  Qx                  Qx
14760                  Mx                  Mx
14761                  Qx                  Qx
14762                  Qx                  Qx
14763                  Qx                  Qx
14764                  Qx                  Qx
14765             Quality             Quality
14766                  Qx                  Qx
14767                  Mx                  Mx
14768             Quality             Quality
14769                  Qx                  Qx
14770            Low Info            Low Info
14771                  Qx                  Qx
14772                  Qx                  Qx
14773                  Mx                  Mx
14774            Platform            Platform
14775                  Qx                  Qx
14776          Regulatory          Regulatory
14777                  Qx                  Qx
14778                  Qx                  Qx
14779                  Qx                  Qx
14780                  Qx                  Qx
14781                  Qx                  Qx
14782                  Qx                  Qx
14783             Quality             Quality
14784            Supplier            Supplier
14785                  Qx                  Qx
14786                  Qx                  Qx
14787                  Qx                  Qx
14788                  Mx                  Mx
14789                  Qx                  Qx
14790                  Qx                  Qx
14791            Low Info            Low Info
14792                  Qx                  Qx
14793                  Qx                  Qx
14794            Platform            Platform
14795                  Qx                  Qx
14796                  Mx                  Mx
14797                  Qx                  Qx
14798                  Qx                  Qx
14799             Quality             Quality
14800                  Qx                  Qx
14801                  Qx                  Qx
14802                  Qx                  Qx
14803                  Qx                  Qx
14804            Clinical            Clinical
14805                  Qx                  Qx
14806       Manufacturing       Manufacturing
14807                  Qx                  Qx
14808                  Qx                  Qx
14809                  Qx                  Qx
14810                  Qx                  Qx
14811                  Qx                  Qx
14812            Platform            Platform
14813            Platform            Platform
14814                  Qx                  Qx
14815                  Qx                  Qx
14816             Quality             Quality
14817                  Qx                  Qx
14818            Low Info            Low Info
14819             Quality             Quality
14820             Quality             Quality
14821                  Qx                  Qx
14822                  Qx                  Qx
14823                  Qx                  Qx
14824                  Mx                  Mx
14825                  Qx                  Qx
14826                  Qx                  Qx
14827                  Qx                  Qx
14828                  Qx                  Qx
14829                  Qx                  Qx
14830                  Qx                  Qx
14831            Logbooks            Logbooks
14832             Quality             Quality
14833                  Qx                  Qx
14834             Quality             Quality
14835            Clinical            Clinical
14836                  Qx                  Qx
14837       Manufacturing       Manufacturing
14838                  Mx                  Mx
14839                  Qx                  Qx
14840                  Qx                  Qx
14841                  Qx                  Qx
14842            Platform            Platform
14843             Quality             Quality
14844             Quality             Quality
14845       Manufacturing       Manufacturing
14846            Platform            Platform
14847                  Mx                  Mx
14848                  Qx                  Qx
14849                  Qx                  Qx
14850                  Qx                  Qx
14851                  Qx                  Qx
14852                  Qx                  Qx
14853                  Qx                  Qx
14854                  Qx                  Qx
14855            Platform            Platform
14856                  Qx                  Qx
14857                  Qx                  Qx
14858                  Qx                  Qx
14859       Manufacturing       Manufacturing
14860                  Qx                  Qx
14861                  Qx                  Qx
14862            Platform            Platform
14863                  Qx                  Qx
14864                  Qx                  Qx
14865                  Qx                  Qx
14866                  Qx                  Qx
14867            Low Info            Low Info
14868                  Qx                  Qx
14869                  Qx                  Qx
14870                  Qx                  Qx
14871                  Qx                  Qx
14872                  Qx                  Qx
14873            Platform            Platform
14874                  Qx                  Qx
14875                  Qx                  Qx
14876                  Qx                  Qx
14877                  Qx                  Qx
14878                  Mx                  Mx
14879                  Qx                  Qx
14880                  Qx                  Qx
14881                  Qx                  Qx
14882                  Mx                  Mx
14883                  Qx                  Qx
14884                  Qx                  Qx
14885            Low Info            Low Info
14886            Clinical            Clinical
14887             Quality             Quality
14888                  Qx                  Qx
14889       Manufacturing       Manufacturing
14890       Manufacturing       Manufacturing
14891                  Qx                  Qx
14892                  Qx                  Qx
14893                  Qx                  Qx
14894                  Qx                  Qx
14895                  Qx                  Qx
14896                  Mx                  Mx
14897            Low Info            Low Info
14898                  Qx                  Qx
14899                  Qx                  Qx
14900                  Qx                  Qx
14901                  Qx                  Qx
14902                  Qx                  Qx
14903                  Qx                  Qx
14904                  Qx                  Qx
14905                  Qx                  Qx
14906                  Qx                  Qx
14907                  Qx                  Qx
14908         Post-Market         Post-Market
14909                  Qx                  Qx
14910            Logbooks            Logbooks
14911             Quality             Quality
14912            Platform            Platform
14913                  Qx                  Qx
14914                  Qx                  Qx
14915                  Qx                  Qx
14916                  Qx                  Qx
14917                  Qx                  Qx
14918                  Qx                  Qx
14919                  Qx                  Qx
14920                  Qx                  Qx
14921                  Qx                  Qx
14922                  Qx                  Qx
14923       Manufacturing       Manufacturing
14924                  Qx                  Qx
14925             Quality             Quality
14926                  Qx                  Qx
14927 Product Development Product Development
14928                  Mx                  Mx
14929            Low Info            Low Info
14930             Quality             Quality
14931                  Mx                  Mx
14932            Low Info            Low Info
14933                  Mx                  Mx
14934                  Qx                  Qx
14935            Platform            Platform
14936 Product Development Product Development
14937            Logbooks            Logbooks
14938                  Qx                  Qx
14939                  Qx                  Qx
14940          Regulatory          Regulatory
14941            Low Info            Low Info
14942                  Qx                  Qx
14943 Product Development Product Development
14944                  Qx                  Qx
14945                  Qx                  Qx
14946                  Qx                  Qx
14947            Logbooks            Logbooks
14948                  Qx                  Qx
14949                  Qx                  Qx
14950                  Qx                  Qx
14951                  Qx                  Qx
14952            Platform            Platform
14953                  Qx                  Qx
14954            Low Info            Low Info
14955             Quality             Quality
14956                  Qx                  Qx
14957                  Qx                  Qx
14958            Platform            Platform
14959                  Qx                  Qx
14960                  Qx                  Qx
14961                  Mx                  Mx
14962                  Mx                  Mx
14963                  Qx                  Qx
14964            Low Info            Low Info
14965                  Qx                  Qx
14966                  Mx                  Mx
14967                  Qx                  Qx
14968                  Qx                  Qx
14969         Post-Market         Post-Market
14970                  Qx                  Qx
14971                  Mx                  Mx
14972             Quality             Quality
14973                  Mx                  Mx
14974                  Qx                  Qx
14975                  Qx                  Qx
14976                  Qx                  Qx
14977            Low Info            Low Info
14978                  Qx                  Qx
14979                  Mx                  Mx
14980            Low Info            Low Info
14981            Platform            Platform
14982                  Qx                  Qx
14983                  Qx                  Qx
14984                  Qx                  Qx
14985                  Qx                  Qx
14986             Quality             Quality
14987                  Qx                  Qx
14988                  Qx                  Qx
14989            Platform            Platform
14990                  Ax                  Ax
14991                  Qx                  Qx
14992    Asset Management    Asset Management
14993                  Mx                  Mx
14994                  Qx                  Qx
14995          Regulatory          Regulatory
14996             Quality             Quality
14997                  Qx                  Qx
14998                  Qx                  Qx
14999                  Mx                  Mx
15000                  Ax                  Ax
15001                  Ax                  Ax
15002                  Qx                  Qx
15003                  Qx                  Qx
15004                  Qx                  Qx
15005                  Qx                  Qx
15006                  Qx                  Qx
15007                  Mx                  Mx
15008                  Qx                  Qx
15009                  Qx                  Qx
15010                  Qx                  Qx
15011                  Qx                  Qx
15012                  Qx                  Qx
15013                  Mx                  Mx
15014                  Qx                  Qx
15015         Post-Market         Post-Market
15016                  Qx                  Qx
15017                  Qx                  Qx
15018             Quality             Quality
15019                  Qx                  Qx
15020    Asset Management    Asset Management
15021                  Qx                  Qx
15022                  Qx                  Qx
15023                  Qx                  Qx
15024                  Mx                  Mx
15025                  Qx                  Qx
15026                  Qx                  Qx
15027                  Mx                  Mx
15028                  Qx                  Qx
15029                  Mx                  Mx
15030             Quality             Quality
15031            Platform            Platform
15032             Quality             Quality
15033                  Mx                  Mx
15034                  Qx                  Qx
15035            Low Info            Low Info
15036                  Qx                  Qx
15037            Clinical            Clinical
15038                  Mx                  Mx
15039                  Qx                  Qx
15040                  Qx                  Qx
15041                  Qx                  Qx
15042                  Qx                  Qx
15043                  Mx                  Mx
15044                  Qx                  Qx
15045       Manufacturing       Manufacturing
15046                  Mx                  Mx
15047                  Mx                  Mx
15048                  Qx                  Qx
15049                  Qx                  Qx
15050                  Qx                  Qx
15051            Low Info            Low Info
15052                  Mx                  Mx
15053                  Qx                  Qx
15054       Manufacturing       Manufacturing
15055                  Qx                  Qx
15056                  Qx                  Qx
15057                  Qx                  Qx
15058                  Qx                  Qx
15059                  Qx                  Qx
15060                  Qx                  Qx
15061                  Qx                  Qx
15062                  Qx                  Qx
15063                  Qx                  Qx
15064                  Qx                  Qx
15065                  Qx                  Qx
15066                  Qx                  Qx
15067                  Mx                  Mx
15068                  Qx                  Qx
15069                  Qx                  Qx
15070            Platform            Platform
15071             Quality             Quality
15072                  Qx                  Qx
15073                  Qx                  Qx
15074                  Qx                  Qx
15075                  Qx                  Qx
15076            Logbooks            Logbooks
15077                  Qx                  Qx
15078                  Qx                  Qx
15079                  Qx                  Qx
15080                  Qx                  Qx
15081                  Qx                  Qx
15082                  Qx                  Qx
15083                  Qx                  Qx
15084                  Qx                  Qx
15085                  Qx                  Qx
15086                  Qx                  Qx
15087                  Qx                  Qx
15088                  Qx                  Qx
15089                  Qx                  Qx
15090                  Qx                  Qx
15091                  Qx                  Qx
15092                  Qx                  Qx
15093                  Qx                  Qx
15094                  Qx                  Qx
15095                  Qx                  Qx
15096                  Qx                  Qx
15097                  Qx                  Qx
15098                  Qx                  Qx
15099                  Qx                  Qx
15100                  Qx                  Qx
15101                  Mx                  Mx
15102                  Qx                  Qx
15103            Logbooks            Logbooks
15104                  Qx                  Qx
15105                  Mx                  Mx
15106                  Qx                  Qx
15107                  Qx                  Qx
15108                  Qx                  Qx
15109                  Mx                  Mx
15110                  Mx                  Mx
15111                  Qx                  Qx
15112       Manufacturing       Manufacturing
15113            Low Info            Low Info
15114                  Mx                  Mx
15115                  Qx                  Qx
15116                  Qx                  Qx
15117       Manufacturing       Manufacturing
15118                  Qx                  Qx
15119                  Qx                  Qx
15120                  Mx                  Mx
15121                  Qx                  Qx
15122             Quality             Quality
15123             Quality             Quality
15124             Quality             Quality
15125                  Mx                  Mx
15126                  Qx                  Qx
15127                  Qx                  Qx
15128                  Qx                  Qx
15129                  Qx                  Qx
15130                  Mx                  Mx
15131                  Qx                  Qx
15132             Quality             Quality
15133                  Qx                  Qx
15134                  Qx                  Qx
15135                  Qx                  Qx
15136                  Qx                  Qx
15137                  Mx                  Mx
15138                  Qx                  Qx
15139                  Qx                  Qx
15140                  Qx                  Qx
15141                  Qx                  Qx
15142                  Qx                  Qx
15143                  Qx                  Qx
15144                  Qx                  Qx
15145                  Qx                  Qx
15146                  Mx                  Mx
15147 Product Development Product Development
15148                  Mx                  Mx
15149                  Mx                  Mx
15150                  Qx                  Qx
15151                  Qx                  Qx
15152                  Qx                  Qx
15153                  Qx                  Qx
15154                  Mx                  Mx
15155            Low Info            Low Info
15156            Platform            Platform
15157                  Qx                  Qx
15158             Quality             Quality
15159                  Qx                  Qx
15160                  Mx                  Mx
15161            Logbooks            Logbooks
15162                  Mx                  Mx
15163                  Mx                  Mx
15164                  Mx                  Mx
15165                  Qx                  Qx
15166                  Qx                  Qx
15167             Quality             Quality
15168                  Qx                  Qx
15169                  Qx                  Qx
15170                  Mx                  Mx
15171                  Mx                  Mx
15172                  Mx                  Mx
15173            Platform            Platform
15174                  Qx                  Qx
15175            Logbooks            Logbooks
15176                  Qx                  Qx
15177       Manufacturing       Manufacturing
15178                  Qx                  Qx
15179                  Mx                  Mx
15180                  Qx                  Qx
15181                  Qx                  Qx
15182                  Qx                  Qx
15183                  Qx                  Qx
15184                  Qx                  Qx
15185             Quality             Quality
15186                  Mx                  Mx
15187                  Qx                  Qx
15188                  Qx                  Qx
15189       Manufacturing       Manufacturing
15190                  Qx                  Qx
15191                  Qx                  Qx
15192                  Mx                  Mx
15193                  Qx                  Qx
15194                  Qx                  Qx
15195                  Qx                  Qx
15196                  Qx                  Qx
15197            Platform            Platform
15198             Quality             Quality
15199             Quality             Quality
15200                  Qx                  Qx
15201                  Qx                  Qx
15202                  Qx                  Qx
15203                  Mx                  Mx
15204                  Qx                  Qx
15205                  Qx                  Qx
15206             Quality             Quality
15207                  Qx                  Qx
15208            Low Info            Low Info
15209                  Qx                  Qx
15210                  Qx                  Qx
15211            Low Info            Low Info
15212                  Qx                  Qx
15213       Manufacturing       Manufacturing
15214                  Qx                  Qx
15215                  Mx                  Mx
15216                  Qx                  Qx
15217             Quality             Quality
15218                  Mx                  Mx
15219                  Qx                  Qx
15220                  Qx                  Qx
15221                  Qx                  Qx
15222            Platform            Platform
15223                  Qx                  Qx
15224                  Mx                  Mx
15225          Regulatory          Regulatory
15226            Low Info            Low Info
15227                  Ax                  Ax
15228                  Qx                  Qx
15229                  Qx                  Qx
15230                  Qx                  Qx
15231            Platform            Platform
15232                  Qx                  Qx
15233                  Qx                  Qx
15234                  Qx                  Qx
15235                  Mx                  Mx
15236                  Qx                  Qx
15237            Low Info            Low Info
15238                  Qx                  Qx
15239                  Qx                  Qx
15240                  Qx                  Qx
15241            Supplier            Supplier
15242                  Qx                  Qx
15243                  Qx                  Qx
15244                  Qx                  Qx
15245            Low Info            Low Info
15246            Logbooks            Logbooks
15247                  Qx                  Qx
15248            Low Info            Low Info
15249                  Mx                  Mx
15250                  Qx                  Qx
15251                  Mx                  Mx
15252                  Mx                  Mx
15253                  Mx                  Mx
15254                  Qx                  Qx
15255            Low Info            Low Info
15256                  Qx                  Qx
15257                  Qx                  Qx
15258                  Mx                  Mx
15259                  Mx                  Mx
15260                  Qx                  Qx
15261                  Qx                  Qx
15262                  Mx                  Mx
15263                  Mx                  Mx
15264            Low Info            Low Info
15265                  Qx                  Qx
15266            Low Info            Low Info
15267                  Mx                  Mx
15268          Regulatory          Regulatory
15269                  Qx                  Qx
15270                  Qx                  Qx
15271             Quality             Quality
15272             Quality             Quality
15273                  Qx                  Qx
15274                  Qx                  Qx
15275                  Qx                  Qx
15276                  Qx                  Qx
15277             Quality             Quality
15278            Clinical            Clinical
15279                  Qx                  Qx
15280                  Mx                  Mx
15281          Regulatory          Regulatory
15282            Low Info            Low Info
15283                  Qx                  Qx
15284                  Ax                  Ax
15285       Manufacturing       Manufacturing
15286       Manufacturing       Manufacturing
15287                  Qx                  Qx
15288                  Qx                  Qx
15289                  Qx                  Qx
15290                  Qx                  Qx
15291                  Qx                  Qx
15292                  Mx                  Mx
15293                  Qx                  Qx
15294                  Qx                  Qx
15295            Low Info            Low Info
15296                  Qx                  Qx
15297             Quality             Quality
15298                  Qx                  Qx
15299                  Qx                  Qx
15300             Quality             Quality
15301                  Qx                  Qx
15302          Regulatory          Regulatory
15303            Platform            Platform
15304                  Qx                  Qx
15305             Quality             Quality
15306                  Qx                  Qx
15307                  Mx                  Mx
15308                  Qx                  Qx
15309                  Mx                  Mx
15310             Quality             Quality
15311                  Qx                  Qx
15312                  Mx                  Mx
15313         Post-Market         Post-Market
15314                  Qx                  Qx
15315                  Qx                  Qx
15316            Logbooks            Logbooks
15317                  Qx                  Qx
15318            Low Info            Low Info
15319                  Qx                  Qx
15320                  Mx                  Mx
15321                  Qx                  Qx
15322                  Mx                  Mx
15323                  Qx                  Qx
15324                  Qx                  Qx
15325                  Qx                  Qx
15326                  Qx                  Qx
15327                  Ax                  Ax
15328            Logbooks            Logbooks
15329            Clinical            Clinical
15330                  Ax                  Ax
15331                  Qx                  Qx
15332                  Qx                  Qx
15333                  Qx                  Qx
15334                  Qx                  Qx
15335                  Qx                  Qx
15336         Post-Market         Post-Market
15337                  Qx                  Qx
15338                  Qx                  Qx
15339                  Qx                  Qx
15340                  Mx                  Mx
15341    Asset Management    Asset Management
15342                  Qx                  Qx
15343                  Qx                  Qx
15344                  Qx                  Qx
15345                  Qx                  Qx
15346            Low Info            Low Info
15347                  Qx                  Qx
15348                  Qx                  Qx
15349                  Qx                  Qx
15350                  Qx                  Qx
15351                  Qx                  Qx
15352                  Qx                  Qx
15353                  Qx                  Qx
15354                  Qx                  Qx
15355            Platform            Platform
15356          Regulatory          Regulatory
15357                  Qx                  Qx
15358                  Qx                  Qx
15359                  Qx                  Qx
15360            Low Info            Low Info
15361                  Mx                  Mx
15362                  Qx                  Qx
15363                  Qx                  Qx
15364                  Mx                  Mx
15365                  Qx                  Qx
15366                  Qx                  Qx
15367                  Qx                  Qx
15368                  Qx                  Qx
15369                  Qx                  Qx
15370                  Mx                  Mx
15371                  Qx                  Qx
15372                  Qx                  Qx
15373                  Qx                  Qx
15374                  Mx                  Mx
15375                  Ax                  Ax
15376                  Qx                  Qx
15377                  Qx                  Qx
15378                  Qx                  Qx
15379                  Qx                  Qx
15380             Quality             Quality
15381                  Qx                  Qx
15382            Low Info            Low Info
15383                  Mx                  Mx
15384                  Qx                  Qx
15385                  Qx                  Qx
15386                  Qx                  Qx
15387                  Qx                  Qx
15388                  Qx                  Qx
15389                  Qx                  Qx
15390                  Qx                  Qx
15391            Platform            Platform
15392         Post-Market         Post-Market
15393                  Qx                  Qx
15394            Low Info            Low Info
15395                  Qx                  Qx
15396                  Mx                  Mx
15397                  Qx                  Qx
15398                  Qx                  Qx
15399                  Qx                  Qx
15400             Quality             Quality
15401            Platform            Platform
15402                  Qx                  Qx
15403            Platform            Platform
15404                  Qx                  Qx
15405                  Qx                  Qx
15406                  Qx                  Qx
15407                  Mx                  Mx
15408                  Qx                  Qx
15409                  Mx                  Mx
15410                  Qx                  Qx
15411                  Qx                  Qx
15412                  Qx                  Qx
15413                  Qx                  Qx
15414                  Qx                  Qx
15415                  Qx                  Qx
15416                  Qx                  Qx
15417                  Qx                  Qx
15418                  Qx                  Qx
15419                  Qx                  Qx
15420                  Qx                  Qx
15421                  Qx                  Qx
15422                  Mx                  Mx
15423            Logbooks            Logbooks
15424       Manufacturing       Manufacturing
15425                  Qx                  Qx
15426                  Qx                  Qx
15427                  Qx                  Qx
15428                  Qx                  Qx
15429                  Qx                  Qx
15430                  Qx                  Qx
15431                  Qx                  Qx
15432                  Qx                  Qx
15433                  Qx                  Qx
15434                  Qx                  Qx
15435                  Qx                  Qx
15436                  Qx                  Qx
15437                  Qx                  Qx
15438            Clinical            Clinical
15439                  Mx                  Mx
15440                  Qx                  Qx
15441                  Qx                  Qx
15442                  Qx                  Qx
15443                  Qx                  Qx
15444                  Qx                  Qx
15445                  Qx                  Qx
15446                  Qx                  Qx
15447                  Qx                  Qx
15448                  Qx                  Qx
15449                  Qx                  Qx
15450                  Qx                  Qx
15451                  Qx                  Qx
15452                  Qx                  Qx
15453                  Qx                  Qx
15454                  Qx                  Qx
15455                  Mx                  Mx
15456                  Qx                  Qx
15457                  Qx                  Qx
15458 Product Development Product Development
15459            Logbooks            Logbooks
15460             Quality             Quality
15461                  Qx                  Qx
15462                  Qx                  Qx
15463                  Qx                  Qx
15464                  Qx                  Qx
15465                  Qx                  Qx
15466                  Qx                  Qx
15467             Quality             Quality
15468                  Qx                  Qx
15469                  Qx                  Qx
15470                  Qx                  Qx
15471                  Qx                  Qx
15472       Manufacturing       Manufacturing
15473            Supplier            Supplier
15474                  Qx                  Qx
15475                  Qx                  Qx
15476            Platform            Platform
15477                  Mx                  Mx
15478                  Mx                  Mx
15479                  Mx                  Mx
15480                  Qx                  Qx
15481             Quality             Quality
15482                  Qx                  Qx
15483          Regulatory          Regulatory
15484                  Qx                  Qx
15485                  Qx                  Qx
15486                  Mx                  Mx
15487                  Qx                  Qx
15488            Platform            Platform
15489                  Mx                  Mx
15490                  Qx                  Qx
15491                  Qx                  Qx
15492            Platform            Platform
15493                  Qx                  Qx
15494             Quality             Quality
15495                  Qx                  Qx
15496                  Qx                  Qx
15497             Quality             Quality
15498                  Mx                  Mx
15499    Asset Management    Asset Management
15500                  Qx                  Qx
15501            Supplier            Supplier
15502                  Qx                  Qx
15503                  Qx                  Qx
15504                  Mx                  Mx
15505       Manufacturing       Manufacturing
15506                  Mx                  Mx
15507                  Qx                  Qx
15508                  Qx                  Qx
15509                  Mx                  Mx
15510                  Mx                  Mx
15511                  Mx                  Mx
15512                  Qx                  Qx
15513                  Mx                  Mx
15514                  Qx                  Qx
15515                  Mx                  Mx
15516                  Qx                  Qx
15517          Regulatory          Regulatory
15518                  Qx                  Qx
15519            Logbooks            Logbooks
15520            Logbooks            Logbooks
15521                  Qx                  Qx
15522                  Qx                  Qx
15523       Manufacturing       Manufacturing
15524                  Qx                  Qx
15525                  Qx                  Qx
15526       Manufacturing       Manufacturing
15527                  Qx                  Qx
15528            Logbooks            Logbooks
15529                  Mx                  Mx
15530                  Qx                  Qx
15531            Platform            Platform
15532                  Mx                  Mx
15533                  Qx                  Qx
15534                  Qx                  Qx
15535                  Mx                  Mx
15536                  Qx                  Qx
15537                  Qx                  Qx
15538                  Qx                  Qx
15539                  Mx                  Mx
15540                  Qx                  Qx
15541                  Qx                  Qx
15542                  Qx                  Qx
15543                  Qx                  Qx
15544                  Qx                  Qx
15545                  Qx                  Qx
15546                  Qx                  Qx
15547             Quality             Quality
15548                  Qx                  Qx
15549                  Mx                  Mx
15550            Low Info            Low Info
15551                  Qx                  Qx
15552                  Qx                  Qx
15553                  Qx                  Qx
15554                  Qx                  Qx
15555            Low Info            Low Info
15556                  Mx                  Mx
15557                  Qx                  Qx
15558                  Mx                  Mx
15559                  Qx                  Qx
15560                  Qx                  Qx
15561       Manufacturing       Manufacturing
15562                  Qx                  Qx
15563                  Mx                  Mx
15564                  Qx                  Qx
15565             Quality             Quality
15566          Regulatory          Regulatory
15567       Manufacturing       Manufacturing
15568                  Qx                  Qx
15569            Low Info            Low Info
15570             Quality             Quality
15571             Quality             Quality
15572                  Qx                  Qx
15573            Logbooks            Logbooks
15574                  Qx                  Qx
15575 Product Development Product Development
15576                  Qx                  Qx
15577                  Qx                  Qx
15578                  Mx                  Mx
15579            Clinical            Clinical
15580                  Qx                  Qx
15581                  Qx                  Qx
15582             Quality             Quality
15583                  Qx                  Qx
15584                  Mx                  Mx
15585                  Qx                  Qx
15586                  Qx                  Qx
15587                  Qx                  Qx
15588    Asset Management    Asset Management
15589            Logbooks            Logbooks
15590                  Qx                  Qx
15591                  Qx                  Qx
15592                  Qx                  Qx
15593                  Qx                  Qx
15594                  Mx                  Mx
15595                  Qx                  Qx
15596                  Qx                  Qx
15597                  Ax                  Ax
15598                  Mx                  Mx
15599          Regulatory          Regulatory
15600                  Qx                  Qx
15601             Quality             Quality
15602                  Qx                  Qx
15603 Product Development Product Development
15604                  Qx                  Qx
15605                  Qx                  Qx
15606                  Mx                  Mx
15607                  Mx                  Mx
15608                  Mx                  Mx
15609          Regulatory          Regulatory
15610                  Qx                  Qx
15611             Quality             Quality
15612                  Qx                  Qx
15613                  Mx                  Mx
15614                  Qx                  Qx
15615                  Qx                  Qx
15616                  Ax                  Ax
15617                  Mx                  Mx
15618                  Qx                  Qx
15619                  Qx                  Qx
15620       Manufacturing       Manufacturing
15621       Manufacturing       Manufacturing
15622                  Qx                  Qx
15623                  Qx                  Qx
15624            Low Info            Low Info
15625                  Mx                  Mx
15626            Low Info            Low Info
15627             Quality             Quality
15628                  Mx                  Mx
15629                  Qx                  Qx
15630            Logbooks            Logbooks
15631                  Qx                  Qx
15632             Quality             Quality
15633             Quality             Quality
15634                  Qx                  Qx
15635                  Qx                  Qx
15636                  Qx                  Qx
15637                  Qx                  Qx
15638                  Qx                  Qx
15639                  Qx                  Qx
15640             Quality             Quality
15641             Quality             Quality
15642                  Mx                  Mx
15643                  Qx                  Qx
15644                  Qx                  Qx
15645             Quality             Quality
15646                  Qx                  Qx
15647                  Qx                  Qx
15648                  Mx                  Mx
15649                  Qx                  Qx
15650                  Qx                  Qx
15651                  Qx                  Qx
15652                  Qx                  Qx
15653                  Qx                  Qx
15654 Product Development Product Development
15655                  Qx                  Qx
15656                  Ax                  Ax
15657                  Qx                  Qx
15658                  Qx                  Qx
15659            Clinical            Clinical
15660                  Qx                  Qx
15661                  Qx                  Qx
15662                  Qx                  Qx
15663             Quality             Quality
15664             Quality             Quality
15665                  Ax                  Ax
15666                  Qx                  Qx
15667                  Qx                  Qx
15668            Logbooks            Logbooks
15669                  Mx                  Mx
15670            Platform            Platform
15671                  Qx                  Qx
15672            Platform            Platform
15673                  Qx                  Qx
15674                  Qx                  Qx
15675                  Qx                  Qx
15676                  Qx                  Qx
15677                  Qx                  Qx
15678                  Qx                  Qx
15679                  Qx                  Qx
15680                  Qx                  Qx
15681            Logbooks            Logbooks
15682                  Qx                  Qx
15683                  Qx                  Qx
15684             Quality             Quality
15685                  Qx                  Qx
15686                  Qx                  Qx
15687                  Qx                  Qx
15688                  Qx                  Qx
15689                  Qx                  Qx
15690                  Qx                  Qx
15691                  Qx                  Qx
15692                  Ax                  Ax
15693                  Qx                  Qx
15694                  Qx                  Qx
15695                  Qx                  Qx
15696                  Qx                  Qx
15697                  Qx                  Qx
15698                  Qx                  Qx
15699                  Qx                  Qx
15700                  Qx                  Qx
15701                  Mx                  Mx
15702                  Qx                  Qx
15703            Low Info            Low Info
15704                  Qx                  Qx
15705                  Qx                  Qx
15706                  Qx                  Qx
15707                  Mx                  Mx
15708             Quality             Quality
15709                  Qx                  Qx
15710            Platform            Platform
15711                  Qx                  Qx
15712             Quality             Quality
15713                  Mx                  Mx
15714            Low Info            Low Info
15715          Regulatory          Regulatory
15716                  Qx                  Qx
15717                  Qx                  Qx
15718                  Qx                  Qx
15719          Regulatory          Regulatory
15720                  Qx                  Qx
15721            Platform            Platform
15722                  Qx                  Qx
15723                  Qx                  Qx
15724                  Qx                  Qx
15725                  Qx                  Qx
15726                  Qx                  Qx
15727                  Qx                  Qx
15728            Platform            Platform
15729             Quality             Quality
15730                  Qx                  Qx
15731                  Qx                  Qx
15732                  Qx                  Qx
15733       Manufacturing       Manufacturing
15734                  Qx                  Qx
15735                  Qx                  Qx
15736                  Qx                  Qx
15737    Asset Management    Asset Management
15738                  Mx                  Mx
15739             Quality             Quality
15740                  Qx                  Qx
15741                  Qx                  Qx
15742             Quality             Quality
15743             Quality             Quality
15744                  Qx                  Qx
15745                  Qx                  Qx
15746 Product Development Product Development
15747                  Qx                  Qx
15748                  Qx                  Qx
15749                  Qx                  Qx
15750                  Qx                  Qx
15751                  Qx                  Qx
15752                  Qx                  Qx
15753                  Qx                  Qx
15754             Quality             Quality
15755                  Qx                  Qx
15756                  Mx                  Mx
15757            Platform            Platform
15758                  Qx                  Qx
15759             Quality             Quality
15760                  Qx                  Qx
15761       Manufacturing       Manufacturing
15762                  Qx                  Qx
15763                  Mx                  Mx
15764                  Mx                  Mx
15765                  Mx                  Mx
15766            Platform            Platform
15767                  Qx                  Qx
15768            Low Info            Low Info
15769                  Qx                  Qx
15770                  Qx                  Qx
15771                  Qx                  Qx
15772 Product Development Product Development
15773                  Qx                  Qx
15774                  Mx                  Mx
15775                  Qx                  Qx
15776            Logbooks            Logbooks
15777                  Qx                  Qx
15778            Low Info            Low Info
15779                  Qx                  Qx
15780                  Ax                  Ax
15781            Platform            Platform
15782                  Ax                  Ax
15783                  Qx                  Qx
15784                  Qx                  Qx
15785                  Ax                  Ax
15786                  Ax                  Ax
15787                  Ax                  Ax
15788                  Ax                  Ax
15789                  Qx                  Qx
15790                  Qx                  Qx
15791                  Qx                  Qx
15792             Quality             Quality
15793                  Qx                  Qx
15794       Manufacturing       Manufacturing
15795            Low Info            Low Info
15796                  Qx                  Qx
15797                  Qx                  Qx
15798            Platform            Platform
15799                  Qx                  Qx
15800                  Mx                  Mx
15801                  Qx                  Qx
15802                  Qx                  Qx
15803       Manufacturing       Manufacturing
15804                  Qx                  Qx
15805                  Qx                  Qx
15806             Quality             Quality
15807                  Qx                  Qx
15808             Quality             Quality
15809                  Qx                  Qx
15810                  Qx                  Qx
15811                  Mx                  Mx
15812            Supplier            Supplier
15813                  Qx                  Qx
15814            Low Info            Low Info
15815                  Qx                  Qx
15816                  Mx                  Mx
15817                  Qx                  Qx
15818                  Mx                  Mx
15819            Low Info            Low Info
15820             Quality             Quality
15821            Platform            Platform
15822                  Qx                  Qx
15823             Quality             Quality
15824                  Qx                  Qx
15825                  Mx                  Mx
15826          Regulatory          Regulatory
15827                  Mx                  Mx
15828                  Mx                  Mx
15829                  Qx                  Qx
15830                  Qx                  Qx
15831          Regulatory          Regulatory
15832             Quality             Quality
15833                  Qx                  Qx
15834                  Qx                  Qx
15835                  Qx                  Qx
15836             Quality             Quality
15837            Logbooks            Logbooks
15838            Low Info            Low Info
15839             Quality             Quality
15840                  Qx                  Qx
15841                  Qx                  Qx
15842                  Qx                  Qx
15843                  Qx                  Qx
15844                  Qx                  Qx
15845                  Qx                  Qx
15846                  Qx                  Qx
15847                  Mx                  Mx
15848                  Qx                  Qx
15849                  Qx                  Qx
15850                  Qx                  Qx
15851                  Qx                  Qx
15852                  Qx                  Qx
15853                  Qx                  Qx
15854                  Qx                  Qx
15855                  Qx                  Qx
15856                  Qx                  Qx
15857                  Qx                  Qx
15858                  Qx                  Qx
15859                  Qx                  Qx
15860                  Qx                  Qx
15861                  Qx                  Qx
15862                  Qx                  Qx
15863                  Qx                  Qx
15864                  Qx                  Qx
15865            Platform            Platform
15866                  Qx                  Qx
15867                  Qx                  Qx
15868                  Qx                  Qx
15869                  Qx                  Qx
15870                  Qx                  Qx
15871                  Qx                  Qx
15872                  Qx                  Qx
15873                  Qx                  Qx
15874                  Qx                  Qx
15875                  Qx                  Qx
15876             Quality             Quality
15877                  Qx                  Qx
15878             Quality             Quality
15879                  Mx                  Mx
15880                  Qx                  Qx
15881            Platform            Platform
15882                  Qx                  Qx
15883                  Mx                  Mx
15884                  Mx                  Mx
15885                  Mx                  Mx
15886                  Qx                  Qx
15887            Low Info            Low Info
15888                  Qx                  Qx
15889            Platform            Platform
15890                  Qx                  Qx
15891             Quality             Quality
15892                  Qx                  Qx
15893                  Mx                  Mx
15894                  Qx                  Qx
15895            Platform            Platform
15896                  Mx                  Mx
15897                  Qx                  Qx
15898                  Qx                  Qx
15899                  Mx                  Mx
15900             Quality             Quality
15901                  Qx                  Qx
15902                  Qx                  Qx
15903                  Qx                  Qx
15904                  Qx                  Qx
15905            Low Info            Low Info
15906            Platform            Platform
15907                  Qx                  Qx
15908                  Qx                  Qx
15909                  Qx                  Qx
15910                  Mx                  Mx
15911                  Mx                  Mx
15912                  Mx                  Mx
15913                  Qx                  Qx
15914                  Mx                  Mx
15915                  Mx                  Mx
15916                  Mx                  Mx
15917                  Qx                  Qx
15918                  Qx                  Qx
15919                  Mx                  Mx
15920                  Qx                  Qx
15921             Quality             Quality
15922            Low Info            Low Info
15923                  Qx                  Qx
15924            Supplier            Supplier
15925            Supplier            Supplier
15926                  Qx                  Qx
15927            Low Info            Low Info
15928                  Qx                  Qx
15929             Quality             Quality
15930                  Qx                  Qx
15931                  Mx                  Mx
15932                  Mx                  Mx
15933                  Mx                  Mx
15934                  Qx                  Qx
15935                  Qx                  Qx
15936                  Qx                  Qx
15937                  Mx                  Mx
15938                  Qx                  Qx
15939                  Qx                  Qx
15940                  Qx                  Qx
15941            Platform            Platform
15942                  Qx                  Qx
15943                  Mx                  Mx
15944            Platform            Platform
15945                  Qx                  Qx
15946             Quality             Quality
15947                  Qx                  Qx
15948                  Qx                  Qx
15949                  Qx                  Qx
15950                  Qx                  Qx
15951                  Qx                  Qx
15952                  Qx                  Qx
15953                  Mx                  Mx
15954                  Qx                  Qx
15955                  Mx                  Mx
15956             Quality             Quality
15957                  Qx                  Qx
15958            Platform            Platform
15959                  Qx                  Qx
15960                  Mx                  Mx
15961                  Qx                  Qx
15962          Regulatory          Regulatory
15963                  Mx                  Mx
15964                  Qx                  Qx
15965            Low Info            Low Info
15966                  Qx                  Qx
15967 Product Development Product Development
15968                  Qx                  Qx
15969       Manufacturing       Manufacturing
15970                  Qx                  Qx
15971                  Qx                  Qx
15972                  Qx                  Qx
15973                  Mx                  Mx
15974       Manufacturing       Manufacturing
15975                  Mx                  Mx
15976                  Mx                  Mx
15977                  Qx                  Qx
15978                  Qx                  Qx
15979                  Qx                  Qx
15980                  Mx                  Mx
15981          Regulatory          Regulatory
15982            Low Info            Low Info
15983             Quality             Quality
15984             Quality             Quality
15985                  Qx                  Qx
15986             Quality             Quality
15987             Quality             Quality
15988                  Qx                  Qx
15989            Platform            Platform
15990          Regulatory          Regulatory
15991                  Qx                  Qx
15992                  Ax                  Ax
15993                  Qx                  Qx
15994                  Mx                  Mx
15995                  Qx                  Qx
15996                  Qx                  Qx
15997                  Mx                  Mx
15998            Logbooks            Logbooks
15999            Platform            Platform
16000                  Mx                  Mx
16001                  Qx                  Qx
16002                  Qx                  Qx
16003                  Mx                  Mx
16004            Platform            Platform
16005                  Mx                  Mx
16006                  Qx                  Qx
16007                  Qx                  Qx
16008                  Qx                  Qx
16009                  Qx                  Qx
16010                  Qx                  Qx
16011                  Qx                  Qx
16012          Regulatory          Regulatory
16013                  Qx                  Qx
16014                  Qx                  Qx
16015            Low Info            Low Info
16016                  Qx                  Qx
16017                  Qx                  Qx
16018                  Mx                  Mx
16019             Quality             Quality
16020                  Qx                  Qx
16021         Post-Market         Post-Market
16022                  Qx                  Qx
16023                  Qx                  Qx
16024                  Qx                  Qx
16025                  Qx                  Qx
16026            Logbooks            Logbooks
16027                  Qx                  Qx
16028             Quality             Quality
16029                  Qx                  Qx
16030       Manufacturing       Manufacturing
16031                  Qx                  Qx
16032            Platform            Platform
16033                  Qx                  Qx
16034       Manufacturing       Manufacturing
16035                  Qx                  Qx
16036                  Qx                  Qx
16037                  Qx                  Qx
16038                  Qx                  Qx
16039                  Qx                  Qx
16040                  Qx                  Qx
16041                  Qx                  Qx
16042       Manufacturing       Manufacturing
16043                  Qx                  Qx
16044                  Mx                  Mx
16045                  Qx                  Qx
16046                  Qx                  Qx
16047                  Qx                  Qx
16048             Quality             Quality
16049                  Qx                  Qx
16050                  Ax                  Ax
16051                  Qx                  Qx
16052                  Qx                  Qx
16053                  Qx                  Qx
16054                  Qx                  Qx
16055            Platform            Platform
16056                  Qx                  Qx
16057            Platform            Platform
16058       Manufacturing       Manufacturing
16059            Logbooks            Logbooks
16060       Manufacturing       Manufacturing
16061                  Qx                  Qx
16062            Supplier            Supplier
16063                  Qx                  Qx
16064                  Qx                  Qx
16065                  Qx                  Qx
16066                  Qx                  Qx
16067       Manufacturing       Manufacturing
16068                  Qx                  Qx
16069                  Qx                  Qx
16070                  Qx                  Qx
16071                  Qx                  Qx
16072                  Qx                  Qx
16073                  Mx                  Mx
16074                  Qx                  Qx
16075                  Mx                  Mx
16076                  Qx                  Qx
16077                  Qx                  Qx
16078                  Qx                  Qx
16079                  Mx                  Mx
16080                  Qx                  Qx
16081                  Mx                  Mx
16082    Asset Management    Asset Management
16083                  Qx                  Qx
16084       Manufacturing       Manufacturing
16085                  Qx                  Qx
16086                  Qx                  Qx
16087                  Qx                  Qx
16088             Quality             Quality
16089                  Qx                  Qx
16090                  Qx                  Qx
16091            Clinical            Clinical
16092            Platform            Platform
16093            Platform            Platform
16094                  Qx                  Qx
16095                  Mx                  Mx
16096                  Qx                  Qx
16097                  Qx                  Qx
16098                  Qx                  Qx
16099                  Qx                  Qx
16100       Manufacturing       Manufacturing
16101       Manufacturing       Manufacturing
16102                  Qx                  Qx
16103                  Qx                  Qx
16104                  Qx                  Qx
16105            Platform            Platform
16106            Supplier            Supplier
16107                  Qx                  Qx
16108                  Mx                  Mx
16109            Low Info            Low Info
16110 Product Development Product Development
16111                  Qx                  Qx
16112                  Qx                  Qx
16113            Platform            Platform
16114                  Qx                  Qx
16115                  Qx                  Qx
16116                  Mx                  Mx
16117                  Qx                  Qx
16118            Low Info            Low Info
16119                  Mx                  Mx
16120                  Qx                  Qx
16121             Quality             Quality
16122                  Mx                  Mx
16123            Logbooks            Logbooks
16124                  Qx                  Qx
16125                  Mx                  Mx
16126                  Qx                  Qx
16127                  Qx                  Qx
16128                  Qx                  Qx
16129                  Qx                  Qx
16130                  Mx                  Mx
16131                  Qx                  Qx
16132            Clinical            Clinical
16133                  Qx                  Qx
16134            Supplier            Supplier
16135                  Qx                  Qx
16136             Quality             Quality
16137                  Qx                  Qx
16138                  Qx                  Qx
16139                  Qx                  Qx
16140                  Qx                  Qx
16141             Quality             Quality
16142                  Qx                  Qx
16143            Clinical            Clinical
16144                  Qx                  Qx
16145                  Mx                  Mx
16146                  Mx                  Mx
16147                  Qx                  Qx
16148                  Qx                  Qx
16149         Post-Market         Post-Market
16150                  Mx                  Mx
16151            Clinical            Clinical
16152       Manufacturing       Manufacturing
16153                  Qx                  Qx
16154                  Qx                  Qx
16155                  Mx                  Mx
16156                  Qx                  Qx
16157                  Qx                  Qx
16158                  Qx                  Qx
16159                  Qx                  Qx
16160                  Qx                  Qx
16161            Low Info            Low Info
16162            Platform            Platform
16163                  Qx                  Qx
16164                  Mx                  Mx
16165                  Qx                  Qx
16166                  Qx                  Qx
16167                  Qx                  Qx
16168             Quality             Quality
16169             Quality             Quality
16170            Logbooks            Logbooks
16171                  Qx                  Qx
16172                  Qx                  Qx
16173                  Qx                  Qx
16174                  Qx                  Qx
16175                  Qx                  Qx
16176                  Qx                  Qx
16177                  Qx                  Qx
16178          Regulatory          Regulatory
16179                  Qx                  Qx
16180                  Qx                  Qx
16181                  Qx                  Qx
16182                  Qx                  Qx
16183                  Ax                  Ax
16184          Regulatory          Regulatory
16185                  Qx                  Qx
16186                  Qx                  Qx
16187            Low Info            Low Info
16188                  Qx                  Qx
16189                  Mx                  Mx
16190                  Qx                  Qx
16191                  Mx                  Mx
16192            Low Info            Low Info
16193                  Qx                  Qx
16194                  Mx                  Mx
16195                  Qx                  Qx
16196             Quality             Quality
16197                  Qx                  Qx
16198             Quality             Quality
16199                  Qx                  Qx
16200                  Qx                  Qx
16201                  Qx                  Qx
16202                  Mx                  Mx
16203       Manufacturing       Manufacturing
16204                  Qx                  Qx
16205                  Qx                  Qx
16206                  Qx                  Qx
16207             Quality             Quality
16208                  Qx                  Qx
16209                  Qx                  Qx
16210             Quality             Quality
16211                  Qx                  Qx
16212             Quality             Quality
16213                  Qx                  Qx
16214                  Qx                  Qx
16215                  Qx                  Qx
16216            Low Info            Low Info
16217                  Qx                  Qx
16218       Manufacturing       Manufacturing
16219            Platform            Platform
16220                  Qx                  Qx
16221                  Qx                  Qx
16222                  Mx                  Mx
16223                  Qx                  Qx
16224            Low Info            Low Info
16225                  Qx                  Qx
16226                  Qx                  Qx
16227                  Qx                  Qx
16228             Quality             Quality
16229                  Qx                  Qx
16230             Quality             Quality
16231                  Qx                  Qx
16232                  Mx                  Mx
16233                  Qx                  Qx
16234                  Qx                  Qx
16235                  Qx                  Qx
16236                  Qx                  Qx
16237                  Mx                  Mx
16238                  Qx                  Qx
16239            Logbooks            Logbooks
16240                  Qx                  Qx
16241                  Mx                  Mx
16242            Low Info            Low Info
16243                  Qx                  Qx
16244                  Qx                  Qx
16245            Low Info            Low Info
16246                  Qx                  Qx
16247                  Qx                  Qx
16248                  Qx                  Qx
16249                  Qx                  Qx
16250            Platform            Platform
16251                  Mx                  Mx
16252                  Qx                  Qx
16253                  Qx                  Qx
16254                  Mx                  Mx
16255                  Mx                  Mx
16256            Logbooks            Logbooks
16257                  Mx                  Mx
16258            Logbooks            Logbooks
16259                  Qx                  Qx
16260                  Qx                  Qx
16261             Quality             Quality
16262            Platform            Platform
16263                  Qx                  Qx
16264                  Qx                  Qx
16265                  Mx                  Mx
16266                  Qx                  Qx
16267                  Mx                  Mx
16268                  Qx                  Qx
16269             Quality             Quality
16270                  Mx                  Mx
16271                  Qx                  Qx
16272                  Qx                  Qx
16273                  Qx                  Qx
16274                  Qx                  Qx
16275                  Qx                  Qx
16276                  Mx                  Mx
16277                  Qx                  Qx
16278                  Mx                  Mx
16279            Platform            Platform
16280                  Qx                  Qx
16281                  Qx                  Qx
16282                  Mx                  Mx
16283                  Qx                  Qx
16284       Manufacturing       Manufacturing
16285                  Qx                  Qx
16286            Platform            Platform
16287                  Mx                  Mx
16288                  Mx                  Mx
16289                  Qx                  Qx
16290                  Qx                  Qx
16291                  Mx                  Mx
16292                  Qx                  Qx
16293                  Qx                  Qx
16294             Quality             Quality
16295                  Qx                  Qx
16296                  Qx                  Qx
16297                  Qx                  Qx
16298                  Qx                  Qx
16299            Logbooks            Logbooks
16300                  Mx                  Mx
16301            Low Info            Low Info
16302                  Qx                  Qx
16303                  Mx                  Mx
16304                  Qx                  Qx
16305                  Qx                  Qx
16306                  Qx                  Qx
16307                  Qx                  Qx
16308            Low Info            Low Info
16309                  Mx                  Mx
16310                  Qx                  Qx
16311                  Mx                  Mx
16312             Quality             Quality
16313                  Mx                  Mx
16314            Low Info            Low Info
16315                  Qx                  Qx
16316                  Qx                  Qx
16317                  Qx                  Qx
16318             Quality             Quality
16319                  Qx                  Qx
16320            Low Info            Low Info
16321            Low Info            Low Info
16322                  Mx                  Mx
16323            Logbooks            Logbooks
16324                  Ax                  Ax
16325                  Qx                  Qx
16326                  Mx                  Mx
16327                  Qx                  Qx
16328                  Qx                  Qx
16329                  Qx                  Qx
16330                  Mx                  Mx
16331                  Qx                  Qx
16332                  Qx                  Qx
#drop solution.1
leads_cleaned_final <- leads_cleaned_only[, colnames(leads_cleaned_only) != "solution.1"]
leads_cleaned_final
           acct_primary_site_function           acct_manufacturing_model
1                   Food and beverage            Consumer Packaged Goods
2                  Small-molecule API                           In-House
3                 Sterile injectables                           In-House
4                 Sterile injectables                           In-House
5                        Biologic API                           In-House
6                Surgical instruments                           In-House
7          Cell therapies (CAR-T, NK) Hospital Investigational Drug Unit
8      In-vitro diagnostic (IVD) kits                           In-House
9         Nutraceutical manufacturing                                CMO
10         Cell therapies (CAR-T, NK)                           In-House
11               Diagnostic Equipment                           In-House
12                 Small-molecule API           Outsources Manufacturing
13                      Animal Health                           In-House
14                           Low Info                           In-House
15                Implantable devices                           In-House
16                Implantable devices                           In-House
17     Non-manufacturing organization  Software / Technology Development
18     In-vitro diagnostic (IVD) kits                           In-House
19     In-vitro diagnostic (IVD) kits                           In-House
20     In-vitro diagnostic (IVD) kits                           In-House
21                      Animal Health                           In-House
22               Diagnostic Equipment                           In-House
23               Diagnostic Equipment                           In-House
24     Non-manufacturing organization                                CRO
25                       Biologic API                           In-House
26               Diagnostic Equipment                           In-House
27                           Low Info   Original Equipment Manufacturing
28               Diagnostic Equipment                                CMO
29                 Small-molecule API                                CRO
30                 Dental instruments                           In-House
31                 Dental instruments                           In-House
32                       Biologic API                           In-House
33                Sterile injectables                           In-House
34   Specialty Chemical Manufacturing                           In-House
35                Implantable devices                           In-House
36     Non-manufacturing organization              Services / Consulting
37     In-vitro diagnostic (IVD) kits                                CMO
38                 Small-molecule API                               503B
39                Sterile injectables                               CDMO
40                Sterile injectables                               CDMO
41                Sterile injectables                               CDMO
42               Surgical instruments                           In-House
43                           Low Info                           In-House
44               Surgical instruments                           In-House
45               Surgical instruments                           In-House
46                Sterile injectables                                CMO
47                       Biologic API                               CDMO
48            Oral solid dosage (OSD)                               CDMO
49                           Low Info                           Low Info
50        Nutraceutical manufacturing                                CMO
51                 Small-molecule API                           In-House
52                Secondary packaging           Distribution / Wholesale
53        Nutraceutical manufacturing                           In-House
54               Radiopharmaceuticals                           In-House
55                Implantable devices                           In-House
56            Oral solid dosage (OSD)                           In-House
57                  Food and beverage                           In-House
58               Diagnostic Equipment                           In-House
59                           Low Info                           In-House
60       Medical cannabis formulation                                CMO
61        Nutraceutical manufacturing                           In-House
62     Non-manufacturing organization                           In-House
63            Oral solid dosage (OSD)                           In-House
64            Oral solid dosage (OSD)                           In-House
65            Oral solid dosage (OSD)                           In-House
66                Implantable devices                           In-House
67     Non-manufacturing organization                                CRO
68   Specialty Chemical Manufacturing                           In-House
69               Surgical instruments                           In-House
70             Single-use disposables                           In-House
71     Non-manufacturing organization                           Low Info
72                      Animal Health                           In-House
73                      Animal Health                           In-House
74                    Lab Instruments                           In-House
75     Non-manufacturing organization           Distribution / Wholesale
76                           Low Info                           In-House
77                           Low Info                           In-House
78   Specialty Chemical Manufacturing                           In-House
79                        Plasmid DNA                           In-House
80     Non-manufacturing organization              Services / Consulting
81     Non-manufacturing organization              Services / Consulting
82                           Low Info                           Low Info
83                Sterile injectables                           In-House
84                           Low Info                           In-House
85                      Animal Health                           In-House
86               Surgical instruments                           In-House
87            Oral solid dosage (OSD)                               CDMO
88     Non-manufacturing organization Hospital Investigational Drug Unit
89                  Food and beverage                           In-House
90                             Lasers                           In-House
91                 Dental instruments                           In-House
92                 Dental instruments                           In-House
93     Non-manufacturing organization              Services / Consulting
94            Cosmetics manufacturing                           In-House
95            Cosmetics manufacturing                           In-House
96                      Animal Health                           In-House
97                           Low Info                           In-House
98                  Surgical robotics                           In-House
99                           Low Info                                CMO
100           Oral solid dosage (OSD)                               CDMO
101           Oral solid dosage (OSD)                               CDMO
102 Blood and Plasma-related products                           In-House
103            Single-use disposables                           In-House
104                          Low Info                           In-House
105                   Imaging systems                                CMO
106        Cell therapies (CAR-T, NK)                           In-House
107    Non-manufacturing organization           Distribution / Wholesale
108    Non-manufacturing organization           Distribution / Wholesale
109              Diagnostic Equipment                           In-House
110                   Lab Instruments                           In-House
111                   Lab Instruments                           In-House
112                          Low Info                           In-House
113  Specialty Chemical Manufacturing                           In-House
114                          Low Info                           Low Info
115               Implantable devices                           In-House
116                 Surgical robotics                               CDMO
117        Cell therapies (CAR-T, NK)                           In-House
118                 Highly potent API                               CDMO
119           Oral solid dosage (OSD)                                CMO
120    In-vitro diagnostic (IVD) kits                           In-House
121                          Low Info                           Low Info
122                          Low Info                           Low Info
123                          Low Info                           Low Info
124                          Low Info                           Low Info
125    Non-manufacturing organization              Services / Consulting
126                          Low Info                           In-House
127                          Low Info                           Low Info
128      Monoclonal antibodies (mAbs)                           In-House
129                 Food and beverage                           In-House
130                        Wound Care                           In-House
131    Non-manufacturing organization  Software / Technology Development
132                Dental instruments            Consumer Packaged Goods
133               Sterile injectables                                CMO
134               Sterile injectables                                CMO
135  Specialty Chemical Manufacturing                           In-House
136           Oral solid dosage (OSD)                               CDMO
137              Surgical instruments                                CMO
138              Diagnostic Equipment                                CMO
139                Small-molecule API                                CMO
140                      Biologic API                           In-House
141                          Low Info           Outsources Manufacturing
142           mRNA / LNP therapeutics                               CDMO
143                          Low Info                           Low Info
144    Non-manufacturing organization           Outsources Manufacturing
145                          Low Info                           Low Info
146               Sterile injectables                           In-House
147       Nutraceutical manufacturing                           In-House
148            Single-use disposables                           In-House
149                     Animal Health                           Low Info
150    Non-manufacturing organization                           In-House
151    Non-manufacturing organization              Services / Consulting
152                          Low Info                           In-House
153                          Vaccines                           In-House
154    Non-manufacturing organization              Services / Consulting
155    Non-manufacturing organization              Services / Consulting
156    Non-manufacturing organization              Services / Consulting
157                Small-molecule API                                CMO
158       Nutraceutical manufacturing                           In-House
159    Non-manufacturing organization                           Low Info
160                   Lab Instruments                           Low Info
161                Dental instruments                           In-House
162    Non-manufacturing organization              Services / Consulting
163                          Low Info                           Low Info
164                          Low Info                           Low Info
165                          Low Info                           Low Info
166                          Low Info                           Low Info
167      Monoclonal antibodies (mAbs)                           In-House
168               Implantable devices                           In-House
169              Diagnostic Equipment                           Low Info
170                     Animal Health                               CDMO
171       Nutraceutical manufacturing                                CMO
172       Nutraceutical manufacturing                                CMO
173              Diagnostic Equipment                           In-House
174              Diagnostic Equipment                           In-House
175        Cell therapies (CAR-T, NK)                           In-House
176                Small-molecule API                                CMO
177       Nutraceutical manufacturing                                CMO
178            Single-use disposables                           In-House
179               3D-printed implants                           In-House
180                          Low Info                           In-House
181                          Low Info                           In-House
182                            Lasers                           In-House
183                 Transdermal patch                           In-House
184       Nutraceutical manufacturing           Outsources Manufacturing
185               Sterile injectables                           Low Info
186      Drug discovery & development                           In-House
187              Surgical instruments                               CDMO
188                           Enzymes                           In-House
189    In-vitro diagnostic (IVD) kits                                CMO
190            Single-use disposables                           In-House
191    Non-manufacturing organization                           Low Info
192                Small-molecule API                                CMO
193        Patient monitoring systems                           In-House
194        Patient monitoring systems                           In-House
195              Radiopharmaceuticals                               CDMO
196  Specialty Chemical Manufacturing                           In-House
197                          Low Info                           In-House
198            Single-use disposables                           In-House
199 Blood and Plasma-related products                           In-House
200                          Low Info   Original Equipment Manufacturing
201  Specialty Chemical Manufacturing                           In-House
202              Combination products                               CDMO
203           Cosmetics manufacturing                               CDMO
204                          Low Info                           In-House
205                          Low Info                           Low Info
206                          Low Info                           Low Info
207                          Low Info                           In-House
208    Non-manufacturing organization              Services / Consulting
209           Oral solid dosage (OSD)                               CDMO
210    Non-manufacturing organization              Services / Consulting
211       Nutraceutical manufacturing                                CMO
212                       Biosimilars                           In-House
213                       Biosimilars                           In-House
214                   Imaging systems                           In-House
215            Generics manufacturing                           In-House
216            Generics manufacturing                           In-House
217               Implantable devices                               CDMO
218 Blood and Plasma-related products                           In-House
219                          Low Info                           In-House
220                          Low Info                           In-House
221           Lateral-flow test strip                           In-House
222                          Low Info                           In-House
223                      Biologic API                           In-House
224                          Low Info                           Low Info
225           Cosmetics manufacturing                           In-House
226               Implantable devices   Original Equipment Manufacturing
227           Oral solid dosage (OSD)                           In-House
228              Diagnostic Equipment                                CMO
229                          Low Info                           Low Info
230                          Low Info                           Low Info
231                        Wound Care   Original Equipment Manufacturing
232              Diagnostic Equipment                           In-House
233    In-vitro diagnostic (IVD) kits                           In-House
234                      Biologic API                           In-House
235                       Medical gas                           In-House
236              Diagnostic Equipment                           In-House
237                          Low Info                           Low Info
238                Dental instruments                           In-House
239                          Low Info                               CDMO
240                      Biologic API                           In-House
241                      Cell banking                               CDMO
242  Specialty Chemical Manufacturing                                CMO
243               Implantable devices                               CDMO
244  Specialty Chemical Manufacturing                           In-House
245    Non-manufacturing organization              Services / Consulting
246                          Low Info                           Low Info
247                          Low Info   Original Equipment Manufacturing
248           Oral solid dosage (OSD)                           In-House
249    Non-manufacturing organization                           Low Info
250                Small-molecule API                           In-House
251                 Highly potent API                               CDMO
252                          Low Info                           Low Info
253                          Low Info                           In-House
254        Cell therapies (CAR-T, NK)                           Low Info
255            Topical emulsion/cream                               CDMO
256                          Low Info                           Low Info
257              Surgical instruments                           In-House
258              Surgical instruments                           In-House
259  Specialty Chemical Manufacturing            Consumer Packaged Goods
260                Small-molecule API                               CDMO
261                          Low Info                           Low Info
262           Cosmetics manufacturing                           In-House
263           Cosmetics manufacturing                           In-House
    acct_target_industry
1       Non-Life Science
2       Pharma & BioTech
3       Pharma & BioTech
4       Pharma & BioTech
5       Pharma & BioTech
6         Medical Device
7      Blood & Biologics
8         Medical Device
9       Pharma & BioTech
10        Medical Device
11        Medical Device
12      Pharma & BioTech
13      Pharma & BioTech
14      Non-Life Science
15        Medical Device
16        Medical Device
17        Medical Device
18        Medical Device
19        Medical Device
20        Medical Device
21      Pharma & BioTech
22        Medical Device
23        Medical Device
24      Pharma & BioTech
25        Medical Device
26        Medical Device
27      Non-Life Science
28        Medical Device
29      Pharma & BioTech
30        Medical Device
31        Medical Device
32      Pharma & BioTech
33      Pharma & BioTech
34      Non-Life Science
35        Medical Device
36        Medical Device
37        Medical Device
38      Pharma & BioTech
39      Pharma & BioTech
40      Pharma & BioTech
41      Pharma & BioTech
42        Medical Device
43      Non-Life Science
44        Medical Device
45        Medical Device
46      Pharma & BioTech
47      Pharma & BioTech
48      Pharma & BioTech
49        Medical Device
50      Pharma & BioTech
51      Non-Life Science
52      Pharma & BioTech
53      Pharma & BioTech
54      Pharma & BioTech
55        Medical Device
56      Pharma & BioTech
57      Pharma & BioTech
58        Medical Device
59      Pharma & BioTech
60      Pharma & BioTech
61      Pharma & BioTech
62      Pharma & BioTech
63      Pharma & BioTech
64      Pharma & BioTech
65      Pharma & BioTech
66        Medical Device
67      Pharma & BioTech
68      Pharma & BioTech
69      Pharma & BioTech
70        Medical Device
71        Medical Device
72      Pharma & BioTech
73      Pharma & BioTech
74        Medical Device
75      Pharma & BioTech
76      Non-Life Science
77      Non-Life Science
78      Pharma & BioTech
79     Blood & Biologics
80      Pharma & BioTech
81      Pharma & BioTech
82        Medical Device
83      Pharma & BioTech
84        Medical Device
85      Pharma & BioTech
86        Medical Device
87      Pharma & BioTech
88     Blood & Biologics
89      Non-Life Science
90        Medical Device
91        Medical Device
92        Medical Device
93      Non-Life Science
94      Pharma & BioTech
95      Pharma & BioTech
96      Pharma & BioTech
97      Non-Life Science
98        Medical Device
99        Medical Device
100     Pharma & BioTech
101     Pharma & BioTech
102     Pharma & BioTech
103       Medical Device
104     Non-Life Science
105     Non-Life Science
106     Pharma & BioTech
107     Non-Life Science
108       Medical Device
109       Medical Device
110       Medical Device
111       Medical Device
112       Medical Device
113       Medical Device
114             Low Info
115       Medical Device
116       Medical Device
117     Pharma & BioTech
118     Pharma & BioTech
119    Blood & Biologics
120       Medical Device
121       Medical Device
122       Medical Device
123       Medical Device
124       Medical Device
125     Non-Life Science
126     Non-Life Science
127     Pharma & BioTech
128     Pharma & BioTech
129     Non-Life Science
130       Medical Device
131       Medical Device
132       Medical Device
133    Blood & Biologics
134    Blood & Biologics
135     Non-Life Science
136     Pharma & BioTech
137       Medical Device
138       Medical Device
139     Pharma & BioTech
140     Pharma & BioTech
141       Medical Device
142     Pharma & BioTech
143     Non-Life Science
144     Non-Life Science
145     Non-Life Science
146     Pharma & BioTech
147     Pharma & BioTech
148       Medical Device
149     Pharma & BioTech
150     Pharma & BioTech
151     Non-Life Science
152       Medical Device
153     Pharma & BioTech
154     Non-Life Science
155     Non-Life Science
156     Non-Life Science
157     Pharma & BioTech
158     Pharma & BioTech
159     Non-Life Science
160     Pharma & BioTech
161       Medical Device
162     Pharma & BioTech
163       Medical Device
164       Medical Device
165       Medical Device
166       Medical Device
167     Pharma & BioTech
168       Medical Device
169       Medical Device
170     Pharma & BioTech
171     Pharma & BioTech
172     Pharma & BioTech
173       Medical Device
174       Medical Device
175    Blood & Biologics
176     Pharma & BioTech
177     Pharma & BioTech
178       Medical Device
179       Medical Device
180       Medical Device
181       Medical Device
182       Medical Device
183       Medical Device
184     Pharma & BioTech
185       Medical Device
186     Pharma & BioTech
187       Medical Device
188     Pharma & BioTech
189       Medical Device
190       Medical Device
191       Medical Device
192     Pharma & BioTech
193       Medical Device
194       Medical Device
195     Pharma & BioTech
196     Non-Life Science
197     Non-Life Science
198       Medical Device
199    Blood & Biologics
200     Non-Life Science
201     Non-Life Science
202       Medical Device
203     Pharma & BioTech
204     Non-Life Science
205       Medical Device
206       Medical Device
207     Non-Life Science
208     Pharma & BioTech
209     Pharma & BioTech
210     Pharma & BioTech
211     Pharma & BioTech
212       Medical Device
213       Medical Device
214       Medical Device
215     Pharma & BioTech
216     Pharma & BioTech
217       Medical Device
218     Pharma & BioTech
219     Non-Life Science
220     Non-Life Science
221    Blood & Biologics
222     Non-Life Science
223     Pharma & BioTech
224     Non-Life Science
225     Pharma & BioTech
226       Medical Device
227     Pharma & BioTech
228       Medical Device
229     Non-Life Science
230     Non-Life Science
231       Medical Device
232       Medical Device
233       Medical Device
234     Non-Life Science
235     Non-Life Science
236       Medical Device
237     Non-Life Science
238       Medical Device
239       Medical Device
240     Pharma & BioTech
241     Pharma & BioTech
242     Pharma & BioTech
243       Medical Device
244     Pharma & BioTech
245    Blood & Biologics
246     Non-Life Science
247     Non-Life Science
248     Pharma & BioTech
249             Low Info
250     Pharma & BioTech
251     Pharma & BioTech
252     Non-Life Science
253       Medical Device
254       Medical Device
255     Pharma & BioTech
256       Medical Device
257       Medical Device
258       Medical Device
259     Non-Life Science
260     Pharma & BioTech
261       Medical Device
262     Non-Life Science
263     Non-Life Science
                                                               contact_lead_title
1                                                       quality assurance manager
2                                                    vp qualityregulatory affairs
3                                                                qualified person
4                                                                qualified person
5                                            quality assurance associate director
6                                                                 quality manager
7                                                                             ing
8                                                                 senior director
9                                                  senior manager quality systems
10                                     manager production collagen medical device
11                                                    document control specialist
12      biostats clinical data management associate director technical operations
13                                                                      president
14                                                               shipping manager
15                                                senior quality systems engineer
16                                                senior quality systems engineer
17                                                                           prrc
18                                    manager quality assurance regulatory affair
19                                    manager quality assurance regulatory affair
20                                                              quality assurance
21                                                           microbiology manager
22                                                        quality systems manager
23                                                        quality systems manager
24                                 associate director laboratory support services
25                                                senior network security manager
26                                                                          owner
27                                                                 timothy wright
28                                                                        vp qara
29                                    project manager fragments external projects
30                                                                     ra manager
31                                                                     ra manager
32                                                        quality systems analyst
33                                             manager automation technology apac
34                                                                program manager
35                                   vice president information technology global
36                                                                      principal
37                                  director quality assurance regulatory affairs
38                                               north america quality specialist
39                                                                       Low Info
40                                                                       Low Info
41                                                                       Low Info
42                                   vice president quality regulatory operations
43                                                                       Low Info
44                                            director quality regulatory affairs
45                                            director quality regulatory affairs
46                                                     manager regulatory affairs
47                                  senior quality assurance manager processmodul
48                                                       head process engineering
49                                  senior regulatory affairs manager ypsomed usa
50                                            vicepresident financeadministration
51                                                                       Low Info
52                                                            director operations
53                                                             operations manager
54                                                      quality assurance manager
55                                                    national operations manager
56                       director analytical research development quality control
57                                                                        manager
58                                                        senior quality engineer
59                                              president chief executive officer
60                                                                 plant director
61                                                   quality assurance supervisor
62                                                        quality systems manager
63                                                         biotechnology engineer
64                                                         biotechnology engineer
65                                                         biotechnology engineer
66                                                            director operations
67                                                                quality manager
68                                                                quality measure
69                                                  director research development
70                                                    director quality regulatory
71                                             senior director laboratory quality
72                                      director manufacturing science technology
73                                                             senior gmp auditor
74                                                senior regional service manager
75                                               vp scientific technical services
76                                                                quality manager
77                                                                quality manager
78                                                         quality system officer
79                                                                    lab manager
80                                european quality assurance system administrator
81                                european quality assurance system administrator
82                                                      manager quality assurance
83                                            senior quality assurance specialist
84                                                  director research development
85                                                                       director
86                                                chief operating officer officer
87                                                    director quality operations
88                                                                    qms manager
89                                                                       Low Info
90                                                     manager regulatory officer
91                                                               quality engineer
92                                                               quality engineer
93                                                               director quality
94                                            vp global quality center excellence
95                                            vp global quality center excellence
96                                      manufacturing science technology engineer
97                                              senior quality systems technician
98                                                    document control specialist
99                                                      vice president operations
100                                                   quality engineering manager
101                                                   quality engineering manager
102                                                                      Low Info
103                                                     quality assurance manager
104                                                                  quality tech
105                                         computer system validation analyst iv
106                                         senior manager information technology
107                                                                      Low Info
108                                                  director product development
109                                                         manufacturing manager
110                                                 regulatory affairs specialist
111                                                 regulatory affairs specialist
112                                                                  capa manager
113                                               regulatory affairs professional
114                                                 regulatory affairs specialist
115                                                    quality assurance director
116                                                                           msc
117                                    director quality assurance quality control
118                                                  head qualificationvalidation
119                                                              quality engineer
120                                            manager software quality assurance
121                                                       quality systems manager
122                                                       quality systems manager
123                                                       quality systems manager
124                                                       quality systems manager
125                                         vice president information technology
126                                                           commercial director
127                                             glp quality assurance auditor iii
128                                                quality assurance associate ii
129                                                         plant quality manager
130                                                              quality engineer
131                                               head quality regulatory affairs
132                                       quality assurance laboratory technician
133                                         quality assurance ecompliance manager
134                                         quality assurance ecompliance manager
135                                                                      Low Info
136                                                     quality assurance manager
137                                                            manager operations
138                                                         trainingdocumentation
139                                                     quality assurance manager
140                                                                  head quality
141                                                                      Low Info
142                                          quality assurance tech specialist ii
143                                                               quality manager
144                                                qcprocess improvement director
145 program director clin asc professional fsc conhi clinical research management
146                                                       senior quality engineer
147                                                     quality assurance manager
148                                              manager customer success quality
149                                                                      director
150                                research development quality assurance manager
151                                                                           qms
152                                                           npi quality manager
153                                              director audit quality assurance
154                                                                    consultant
155                                                                    consultant
156                                                                    consultant
157                                              vice president quality assurance
158                                                                  presidentceo
159                                                             managing director
160                                          senior regulatory affairs specialist
161                                                         manufacturing manager
162                                                                            dr
163                                                 quality cm operations manager
164                                                 quality cm operations manager
165                                                 quality cm operations manager
166                                                 quality cm operations manager
167                                                                  director mfg
168                                                     vice president operations
169                                                                      engineer
170                                                           director compliance
171                                                                      director
172                                                                      director
173                                                               program manager
174                                                               program manager
175                                               chief operating officer officer
176                                                      quality engineer manager
177                                                      director quality control
178                                                           director compliance
179                                                spcialiste en assurance qualit
180                                                   director regulatory affairs
181                                                   director regulatory affairs
182                                                     vice president operations
183                                                                      ownercto
184                                                             quaity specialist
185                                                          eqms project manager
186                                             senior director quality assurance
187                                                               quality manager
188                                                  quality assurance specialist
189                                                               quality manager
190                                              quality environmental technician
191                                                  principle quality specialist
192                                                                sales director
193                                                               project manager
194                                                               project manager
195                                     senior quality manager project management
196                                                      business systems analyst
197                                                                       quality
198                  systems administrator senior specialist quality applications
199                                                  quality assurance supervisor
200                                                     quality assurance manager
201                                                            technical director
202                                                            compliance manager
203                                               chief executive officer officer
204                                                               quality manager
205                                       corporate regulatory compliance manager
206                                       corporate regulatory compliance manager
207                                                               quality manager
208                                                president principal consultant
209                                                           development manager
210                                                        senior project manager
211                                                vice presidentlogisticstraffic
212                                                     senior manager operations
213                                                     senior manager operations
214                                                                  qara manager
215                                                                           dgm
216                                                                           dgm
217                                                       chief executive officer
218                                   senior compliance auditor quality assurance
219                                                              director quality
220                                                              quality engineer
221                                                       quality systems manager
222                                                     quality assurance manager
223                                                      analytical strategy lead
224                                                             quality assurance
225                                                                vice president
226                                                              quality engineer
227                                                      seniorprincipal engineer
228                                                                       manager
229                                                     quality assurance officer
230                                                     quality assurance officer
231                                                             quality assurance
232                                                        chief security officer
233                                                     quality assurance manager
234                                  senior vice president information technology
235                                                                       manager
236                                                        vice president quality
237                                                                    consultant
238                                                                    validation
239                                                                      director
240                                                            senior ra director
241                                                            scientific advisor
242                                                batch record review supervisor
243                                     senior quality systems compliance manager
244                                                             research engineer
245                                  operational centre manager hpfb inspectorate
246                                                information technology manager
247                                                             invoice submittal
248                                                                       manager
249                                                            ownersr consultant
250                                                            compliance officer
251                                                                   qms manager
252                                                                   truong tran
253                                             president chief executive officer
254                                                                       manager
255                                                             quality associate
256                                                                     president
257                                                             quality assurance
258                                                             quality assurance
259                                                         ciquality facilitator
260                             senior software compliance engineering specialist
261                     fda senior validation engineer thermal monitoring systems
262                                                        global quality manager
263                                                        global quality manager
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107 a0dPQ000006YVYzYAO 0030c00002q9kDPAAY          SQL      P1 - Contact Us
108 a0dPQ000005bH74YAE 0030c00002pDw3CAAS     Recycled           Priority 2
109 a0dPQ000003aDOPYA2 0030c00002qBUyKAAW     Recycled           Priority 2
110 a0dPQ000005fK6LYAU 0030c00002qBeSRAA0     Recycled           Priority 2
111 a0dPQ000009S83uYAC 0030c00002qBeSRAA0     Recycled           Priority 2
112 a0dPQ000000NYYrYAO 0030c00002pF4iqAAC     Recycled           Priority 2
113 a0dPQ000001WFMjYAO 0030c00002qBv72AAC     Recycled           Priority 2
114 a0dPQ000000r8ibYAA 0030c00002qCS4WAAW     Recycled           Priority 2
115 a0dPQ000000NSoPYAW 0030c00002pGW4dAAG     Recycled           Priority 2
116 a0dPQ000002P3SzYAK 0030c00002qD6tnAAC     Recycled      P1 - Video Demo
117 a0dPQ000000EoRZYA0 0030c00002rhuRlAAI     Recycled           Priority 2
118 a0dPQ000001DEW1YAO 0030c00002r3449AAA     Recycled           Priority 2
119 a0d3t00000kohfQAAQ 0030c00002rjGWjAAM     Recycled           Priority 2
120 a0dPQ0000084cV7YAI 0030c00002rjYq2AAE     Recycled           Priority 2
121 a0dPQ000000Bz8DYAS 0030c00002r4HcLAAU     Recycled           Priority 2
122 a0dPQ000000eEttYAE 0030c00002r4HcLAAU     Recycled           Priority 2
123 a0dPQ000004W2ArYAK 0030c00002r4HcLAAU     Recycled           Priority 2
124 a0dPQ000009F4vmYAC 0030c00002r4HcLAAU     Recycled    P1 - Webinar Demo
125 a0dPQ000001AiYfYAK 0030c00002sZpPDAA0     Recycled           Priority 1
126 a0dPQ00000224cfYAA 0030c00002t4AgxAAE          SQL           Priority 1
127 a0d3t00000kohUOAAY 0030c00002rihXiAAI     Recycled           Priority 2
128 a0dPQ000000AbcbYAC 0030c00002rjGVbAAM     Recycled           Priority 2
129 a0d3t00000koUbhAAE 0030c00002rjVjQAAU     Recycled           Priority 2
130 a0d3t00000koQUyAAM 0030c00002t73E2AAI     Recycled          No Priority
131 a0dPQ000000Cz1JYAS 0030c00002t7U1pAAE     Recycled           Priority 2
132 a0dPQ000000CKuDYAW 0030c00002rkk1tAAA     Recycled           Priority 2
133 a0dPQ000001LohBYAS 0030c00002sXyOZAA0     Recycled           Priority 2
134 a0dPQ000002Nl57YAC 0030c00002sXyOZAA0     Recycled           Priority 2
135 a0d3t00000koFgGAAU 0030c00002sYG1dAAG     Recycled          No Priority
136 a0dPQ000004KVi5YAG 0030c00002sZTcSAAW     Recycled    P1 - Webinar Demo
137 a0dPQ000005i2OEYAY 0030c00002tcaxFAAQ     Recycled           Priority 2
138 a0dPQ000008ZeE5YAK 0030c00002uNhvfAAC     Recycled      P1 - Video Demo
139 a0dPQ000004BeKnYAK 0030c00002uMF6SAAW          Won           Priority 2
140 a0dPQ00000625zTYAQ 0030c00002uOQXJAA4          SQL      P1 - Video Demo
141 a0dPQ000000NiI5YAK 0030c00002uOUGxAAO     Recycled           Priority 2
142 a0dPQ000005furOYAQ 0030c00002uMcJ6AAK     Recycled           Priority 2
143 a0dPQ000000NBFhYAO 0030c00002uNDfLAAW     Recycled           Priority 2
144 a0d3t00000knqYeAAI 0030c00002vnyAjAAI     Recycled           Priority 2
145 a0dPQ000000KdI9YAK 0030c00002uNRTNAA4     Recycled           Priority 2
146 a0dPQ000004DfRFYA0 0030c00002vo9mpAAA     Recycled      P1 - Video Demo
147 a0dPQ000004AwejYAC 0030c00002voNjBAAU     Recycled      P1 - Video Demo
148 a0dPQ000001PNDlYAO 0030c00002voXCVAA2     Recycled           Priority 1
149 a0dPQ000000MXOjYAO 0030c00002voYqiAAE     Recycled           Priority 2
150 a0dPQ000002Y0xJYAS 0030c00002vogWcAAI     Recycled           Priority 2
151 a0dPQ000007nYVxYAM 0030c00002vpW2NAAU     Recycled      P1 - Video Demo
152 a0dPQ000003Zz2JYAS 0030c00002whOwIAAU          SQL          No Priority
153 a0dPQ000001Vx85YAC 0030c00002voxJ8AAI     Recycled           Priority 2
154 a0dPQ000001deUrYAI 0030c00002whZsAAAU     Recycled           Priority 2
155 a0dPQ000004W5IPYA0 0030c00002whZsAAAU     Recycled           Priority 2
156 a0dPQ000009ggc0YAA 0030c00002whZsAAAU     Recycled           Priority 2
157 a0dPQ000004KGxZYAW 0030c00002vpAefAAE     Recycled    P1 - Webinar Demo
158 a0dPQ0000027WjdYAE 0030c00002whgdFAAQ     Recycled           Priority 1
159 a0dPQ000000bGvRYAU 0030c00002whlqKAAQ     Recycled           Priority 2
160 a0dPQ000003AZpBYAW 0030c00002whyekAAA     Recycled           Priority 2
161 a0dPQ000002xaBEYAY 0030c00002whWtJAAU     Recycled           Priority 2
162 a0dPQ000000EbnhYAC 0030c00002whjwnAAA     Recycled           Priority 2
163 a0dPQ000000JdqTYAS 0030c00002xBbtnAAC     Recycled           Priority 2
164 a0dPQ000002ZILtYAO 0030c00002xBbtnAAC     Recycled      P1 - Contact Us
165 a0dPQ0000044D7dYAE 0030c00002xBbtnAAC     Recycled          No Priority
166 a0dPQ000009EvEAYA0 0030c00002xBbtnAAC     Recycled    P1 - Webinar Demo
167 a0dPQ000001FPWzYAO 0030c00002xCJcrAAG     Recycled           Priority 2
168 a0dPQ000005ZD5xYAG 0030c00002xBcVrAAK     Recycled           Priority 2
169 a0dPQ000002jd45YAA 0030c00002xCfc2AAC     Recycled      P1 - Video Demo
170 a0dPQ0000010c9ZYAQ 0030c00002xByvbAAC          SQL           Priority 1
171 a0dPQ000001zMHZYA2 0030c00002xD5mKAAS     Recycled           Priority 2
172 a0dPQ000002HadpYAC 0030c00002xD5mKAAS     Recycled           Priority 2
173 a0dPQ000003uvOTYAY 0030c00002xCG9OAAW     Recycled      P1 - Video Demo
174 a0dPQ000004u6N0YAI 0030c00002xCG9OAAW     Recycled          No Priority
175 a0dPQ000008CPngYAG 0030c00002xDUmQAAW     Recycled          No Priority
176 a0dPQ000006rgyYYAQ 0030c00002xCsO4AAK     Recycled      P1 - Contact Us
177 a0dPQ000003aAf3YAE 0030c00002xDDslAAG     Recycled           Priority 2
178 a0dPQ000002DuuTYAS 0030c00002xDPzgAAG     Recycled          No Priority
179 a0dPQ000000h9PpYAI 0030c00002xDUbwAAG     Recycled           Priority 2
180 a0dPQ000001GA66YAG 0030c00002xDYjxAAG     Recycled           Priority 1
181 a0dPQ000002UqHlYAK 0030c00002xDYjxAAG     Recycled    P1 - Webinar Demo
182 a0dPQ000005qLblYAE 0030c00002ykIaEAAU     Recycled           Priority 2
183 a0dPQ00000Fg0cVYAR 0030c00002ykhFGAAY     Recycled      P1 - Contact Us
184 a0dPQ000004MZWHYA4 0030c00002ykQPJAA2          SQL      P1 - Contact Us
185 a0dPQ0000021UFpYAM 0030c00002ykYHkAAM     Recycled           Priority 2
186 a0d3t00000kohYKAAY 0030c00002ylC8OAAU     Recycled          No Priority
187 a0dPQ000001VPb3YAG 0030c00002ylU8JAAU     Recycled           Priority 1
188 a0dPQ00000466oPYAQ 0030c00002yl2HoAAI     Recycled           Priority 2
189 a0dPQ000000BpNNYA0 0030c00002yl2PXAAY     Recycled          No Priority
190 a0dPQ000000NhKPYA0 0030c00002yl5gQAAQ     Recycled           Priority 2
191 a0dPQ000000NBkLYAW 0030c00002ym4khAAA     Recycled           Priority 2
192 a0dPQ000000EHozYAG 0030c00002ylC7aAAE     Recycled           Priority 2
193 a0dPQ000000O445YAC 0030c00002ylogxAAA     Recycled           Priority 2
194 a0dPQ000001FzllYAC 0030c00002ylogxAAA     Recycled           Priority 1
195 a0dPQ000001QsDtYAK 0030c00002ym2oPAAQ     Recycled          No Priority
196 a0dPQ000004Df9VYAS 0030c00002ymXo4AAE     Recycled      P1 - Video Demo
197 a0dPQ000005tJtZYAU 00330000001E9eVAAS     Recycled      P1 - Video Demo
198 a0dPQ000000SJJ3YAO 00330000003ywkMAAQ          SQO           Priority 2
199 a0dPQ000007hLy2YAE 0033000000CzC3gAAF     Recycled           Priority 2
200 a0dPQ000001mIEzYAM 0033000000LHDLdAAP          SQL           Priority 1
201 a0dPQ0000049nFJYAY 0033000000LWiI1AAL     Recycled      P1 - Video Demo
202 a0dPQ000004WCWnYAO 0033000000LHBNqAAP     Recycled      P1 - Contact Us
203 a0dPQ000000LPGLYA4 0033000000LztNEAAZ     Recycled           Priority 2
204 a0dPQ000000ZK0fYAG 0033000000M00hbAAB          SQO           Priority 1
205 a0dPQ000000XO6pYAG 0033000000MGWmJAAX     Recycled           Priority 2
206 a0dPQ000001MNS1YAO 0033000000MGWmJAAX     Recycled           Priority 2
207 a0dPQ0000024mjFYAQ 0033000000MHj04AAD     Recycled           Priority 1
208 a0dPQ000000KdV3YAK 0033000000MWiMwAAL     Recycled           Priority 2
209 a0dPQ000006j5hdYAA 0033000000MXuBMAA1     Recycled           Priority 2
210 a0dPQ000003gnKXYAY 0033000000MXf3jAAD     Recycled           Priority 2
211 a0dPQ00000C3gIRYAZ 0033000000Ma8NIAAZ          SQL      P1 - Contact Us
212 a0dPQ000000GS5BYAW 0033000000OhnrZAAR     Recycled           Priority 2
213 a0dPQ000004AWvZYAW 0033000000OhnrZAAR     Recycled           Priority 2
214 a0dPQ000002FDIOYA4 0033000000P8xKOAAZ     Recycled           Priority 2
215 a0dPQ000006RciTYAS 0033000000PNNVtAAP     Recycled           Priority 2
216 a0dPQ000008l2WQYAY 0033000000PNNVtAAP     Recycled           Priority 2
217 a0dPQ000002SV9NYAW 0033000000PQDxrAAH          SQO          No Priority
218 a0dPQ000000Buy9YAC 0033000000PYGBqAAP     Recycled           Priority 2
219 a0dPQ00000CYYbbYAH 0033000000PWs3SAAT     Recycled      P1 - Video Demo
220 a0dPQ000001gLHBYA2 0033000000Qmm1WAAR     Recycled           Priority 1
221 a0dPQ00000B2V9TYAV 0033000000QFazlAAD     Recycled    P1 - Webinar Demo
222 a0dPQ000000GZwHYAW 0033000000R4XYOAA3     Recycled           Priority 2
223 a0dPQ000001oaMHYAY 0033000000RFGIHAA5     Recycled           Priority 2
224 a0dPQ000009FAczYAG 0033000000RphihAAB     Recycled    P1 - Webinar Demo
225 a0dPQ00000EWpveYAD 0033000000RXbetAAD     Recycled           Priority 2
226 a0dPQ000000tUgbYAE 0033000000TBcCTAA1     Recycled           Priority 2
227 a0dPQ000000HfjVYAS 0033000000SAaTVAA1     Recycled           Priority 2
228 a0dPQ000002lLMPYA2 0033000000TTOZWAA5     Recycled           Priority 2
229 a0dPQ00000145a1YAA 0033000000UqjRkAAJ     Recycled           Priority 2
230 a0dPQ000001xeQfYAI 0033000000UqjRkAAJ     Recycled           Priority 2
231 a0dPQ000001lg85YAA 0033000000UAgyUAAT     Recycled          No Priority
232 a0dPQ000003ATv3YAG 0033000000V7kKHAAZ     Recycled           Priority 2
233 a0dPQ000000oTurYAE 0033000000VP73JAAT     Recycled           Priority 1
234 a0dPQ000004XlAjYAK 0033000000VOeucAAD     Recycled           Priority 2
235 a0dPQ000000ksVFYAY 0033000000WjMyiAAF     Recycled           Priority 1
236 a0dPQ000000C9kHYAS 0033000000XGyJRAA1     Recycled           Priority 2
237 a0dPQ000000QFJZYA4 0033000000YLxjcAAD     Recycled           Priority 2
238 a0dPQ000003fYIXYA2 0033000000YrhCmAAJ     Recycled           Priority 2
239 a0dPQ0000023wG2YAI 0033000000YssfjAAB     Recycled           Priority 2
240 a0dPQ000000NjZ7YAK 0033000000ZNZmWAAX     Recycled           Priority 2
241 a0dPQ000003gEuUYAU 0033000000aIt1wAAC     Recycled           Priority 2
242 a0dPQ000001IGKHYA4 0033000000YsqRWAAZ     Recycled          No Priority
243 a0d3t00000kntH5AAI 0033000000dKmp3AAC     Recycled          No Priority
244 a0dPQ000002e09pYAA 0033000000dKmucAAC     Recycled          No Priority
245 a0dPQ000005RIu1YAG 0033000000e0NkbAAE     Recycled           Priority 2
246 a0dPQ000000LtntYAC 0033000000fISxZAAW     Recycled          No Priority
247 a0dPQ000004F5t7YAC 0033000000aJuNkAAK      Exclude          No Priority
248 a0dPQ000005uGvFYAU 0033000000e16qBAAQ     Recycled           Priority 2
249 a0dPQ00000BHNjZYAX 0033000000mwvGiAAI     Recycled      P1 - Contact Us
250 a0dPQ0000023GALYA2 0033000000mxhV9AAI     Recycled           Priority 2
251 a0dPQ000001IHTFYA4 0033000000kMHSGAA4     Recycled           Priority 2
252 a0dPQ000001QtebYAC 0033000000v6i65AAA     Recycled           Priority 1
253 a0dPQ000004a2x3YAA 0033000000qKsKfAAK     Recycled      P1 - Contact Us
254 a0dPQ000002T2mrYAC 0033000000v8O8uAAE          SQL      P1 - Video Demo
255 a0dPQ000000EgnNYAS 0033000000xu6lpAAA     Recycled           Priority 2
256 a0dPQ000000D8xRYAS 00330000016fRMDAA2     Recycled           Priority 2
257 a0dPQ000000BqjGYAS 0033000000xvpPhAAI     Recycled           Priority 2
258 a0dPQ000000T1n7YAC 0033000000xvpPhAAI          SQL           Priority 2
259 a0dPQ000000ycaHYAQ 0033000001D44prAAB     Recycled           Priority 1
260 a0dPQ000005fRJAYA2 0033000001D4z1rAAB          SQL           Priority 2
261 a0d3t00000komSGAAY 00330000012lLwwAAE     Recycled           Priority 2
262 a0dPQ000000BnwgYAC 00330000018cyYEAAY     Recycled           Priority 2
263 a0dPQ000000Ne9dYAC 00330000018cyYEAAY     Recycled           Priority 2
    acct_territory_rollup acct_tier_rollup      solution solution_rollup
1                Americas           Medium            Mx              Mx
2                    EMEA           Medium            Qx              Qx
3                    EMEA            Small            Qx              Qx
4                    EMEA            Small            Qx              Qx
5                Americas            Small            Mx              Mx
6                Americas           Medium            Mx              Mx
7                    EMEA            Large            Qx              Qx
8                Americas           Medium      Logbooks              Mx
9                Americas           Medium            Qx              Qx
10         APAC & Oceania            Small            Ax              Qx
11               Americas           Medium            Qx              Qx
12               Americas           Medium            Qx              Qx
13               Americas            Small            Qx              Qx
14               Americas            Small            Qx              Qx
15               Americas           Medium      Logbooks              Mx
16               Americas           Medium      Logbooks              Mx
17                   EMEA           Medium            Qx              Qx
18                   EMEA           Medium            Qx              Qx
19                   EMEA           Medium            Qx              Qx
20                   EMEA           Medium            Qx              Qx
21                   EMEA           Medium            Qx              Qx
22               Americas           Medium            Qx              Qx
23               Americas           Medium       Quality              Qx
24               Americas           Medium            Qx              Qx
25               Americas            Large      Platform              Qx
26               Americas            Small            Qx              Qx
27               Americas           Medium            Mx              Mx
28               Americas            Small      Platform              Qx
29                   EMEA            Small            Qx              Qx
30                   EMEA           Medium            Qx              Qx
31                   EMEA           Medium            Qx              Qx
32               Americas            Large            Qx              Qx
33         APAC & Oceania            Large            Qx              Qx
34               Americas           Medium            Qx              Qx
35               Americas           Medium            Mx              Mx
36               Americas           Medium            Mx              Mx
37               Americas           Medium            Qx              Qx
38                   EMEA           Medium      Platform              Qx
39                   EMEA           Medium            Qx              Qx
40                   EMEA           Medium Manufacturing              Mx
41                   EMEA           Medium            Qx              Qx
42               Americas           Medium            Qx              Qx
43         APAC & Oceania           Medium            Qx              Qx
44               Americas            Small       Quality              Qx
45               Americas            Small            Qx              Qx
46               Americas           Medium      Low Info              Qx
47                   EMEA           Medium            Mx              Mx
48         APAC & Oceania           Medium            Mx              Mx
49               Americas           Medium      Low Info              Qx
50               Americas            Small      Platform              Qx
51                  Japan           Medium            Mx              Mx
52                   EMEA           Medium            Mx              Mx
53         APAC & Oceania            Small            Mx              Mx
54                   EMEA           Medium            Qx              Qx
55         APAC & Oceania           Medium            Mx              Mx
56               Americas           Medium            Qx              Qx
57               Americas           Medium      Low Info              Qx
58               Americas           Medium            Qx              Qx
59               Americas           Medium      Low Info              Qx
60                   EMEA            Small      Low Info              Qx
61               Americas           Medium            Qx              Qx
62                   EMEA           Medium            Qx              Qx
63               Americas           Medium            Mx              Mx
64               Americas           Medium            Mx              Mx
65               Americas           Medium            Mx              Mx
66               Americas           Medium            Mx              Mx
67               Americas           Medium            Qx              Qx
68               Americas           Medium       Quality              Qx
69               Americas           Medium            Mx              Mx
70               Americas           Medium            Qx              Qx
71               Americas            Large       Quality              Qx
72               Americas           Medium            Mx              Mx
73                   EMEA           Medium       Quality              Qx
74               Americas            Large            Mx              Mx
75               Americas           Medium            Qx              Qx
76               Americas           Medium            Qx              Qx
77               Americas           Medium            Qx              Qx
78                   EMEA           Medium            Qx              Qx
79               Americas           Medium            Qx              Qx
80                   EMEA            Large            Qx              Qx
81                   EMEA            Large            Qx              Qx
82               Americas           Medium       Quality              Qx
83                   EMEA           Medium            Qx              Qx
84               Americas           Medium            Qx              Qx
85                   EMEA            Small      Low Info              Qx
86               Americas            Small            Qx              Qx
87               Americas           Medium            Qx              Qx
88               Americas            Large            Qx              Qx
89               Americas           Medium       Quality              Qx
90               Americas           Medium      Low Info              Qx
91               Americas           Medium            Qx              Qx
92               Americas           Medium            Qx              Qx
93               Americas            Small      Low Info              Qx
94               Americas            Large            Mx              Mx
95               Americas            Large            Qx              Qx
96               Americas           Medium            Mx              Mx
97                   EMEA           Medium            Qx              Qx
98               Americas           Medium            Qx              Qx
99               Americas           Medium            Mx              Mx
100        APAC & Oceania           Medium            Mx              Mx
101        APAC & Oceania           Medium            Qx              Qx
102        APAC & Oceania            Large            Qx              Qx
103                  EMEA           Medium      Platform              Qx
104              Americas           Medium            Qx              Qx
105              Americas            Large            Qx              Qx
106              Americas           Medium      Logbooks              Mx
107              Americas            Small            Qx              Qx
108                  EMEA            Small            Mx              Mx
109              Americas           Medium            Qx              Qx
110              Americas           Medium            Mx              Mx
111              Americas           Medium            Mx              Mx
112              Americas            Large            Qx              Qx
113              Americas           Medium      Platform              Qx
114              Low Info         Low Info      Logbooks              Mx
115                  EMEA            Small            Qx              Qx
116                  EMEA            Small            Qx              Qx
117              Americas            Small            Mx              Mx
118                  EMEA           Medium            Qx              Qx
119              Americas           Medium            Qx              Qx
120              Americas           Medium Manufacturing              Mx
121              Americas           Medium            Qx              Qx
122              Americas           Medium      Platform              Qx
123              Americas           Medium            Qx              Qx
124              Americas           Medium            Qx              Qx
125              Americas           Medium            Mx              Mx
126                  EMEA            Small            Qx              Qx
127              Americas           Medium            Qx              Qx
128              Americas            Large            Qx              Qx
129              Americas           Medium            Qx              Qx
130                  EMEA           Medium            Qx              Qx
131                  EMEA           Medium            Qx              Qx
132              Americas           Medium            Qx              Qx
133                  EMEA           Medium       Quality              Qx
134                  EMEA           Medium       Quality              Qx
135              Americas            Small            Qx              Qx
136              Americas            Large      Logbooks              Mx
137              Americas           Medium            Mx              Mx
138              Americas           Medium            Qx              Qx
139              Americas           Medium      Platform              Qx
140        APAC & Oceania           Medium            Qx              Qx
141              Americas           Medium            Mx              Mx
142              Americas            Large            Mx              Mx
143              Americas           Medium       Quality              Qx
144              Americas           Medium      Low Info              Qx
145              Americas           Medium      Low Info              Qx
146              Americas           Medium            Qx              Qx
147              Americas           Medium            Qx              Qx
148              Americas           Medium            Qx              Qx
149              Americas           Medium            Mx              Mx
150        APAC & Oceania            Large            Mx              Mx
151                  EMEA            Small            Qx              Qx
152                  EMEA           Medium      Low Info              Qx
153                  EMEA            Large            Qx              Qx
154              Americas           Medium            Qx              Qx
155              Americas           Medium            Qx              Qx
156              Americas           Medium            Qx              Qx
157              Americas            Large      Logbooks              Mx
158              Americas            Small            Mx              Mx
159              Americas            Small            Qx              Qx
160              Americas           Medium            Qx              Qx
161              Americas            Large            Qx              Qx
162                  EMEA            Small            Qx              Qx
163              Americas            Small            Qx              Qx
164              Americas            Small            Qx              Qx
165              Americas            Small            Mx              Mx
166              Americas            Small            Qx              Qx
167              Americas           Medium            Mx              Mx
168              Americas           Medium            Mx              Mx
169                  EMEA            Small            Qx              Qx
170              Americas            Small            Mx              Mx
171              Americas            Small       Quality              Qx
172              Americas            Small            Qx              Qx
173              Americas           Medium            Mx              Mx
174              Americas           Medium            Mx              Mx
175              Americas            Small      Low Info              Qx
176              Americas           Medium            Qx              Qx
177              Americas           Medium            Qx              Qx
178              Americas            Large            Qx              Qx
179              Americas           Medium            Mx              Mx
180              Americas            Small            Qx              Qx
181              Americas            Small            Qx              Qx
182              Americas           Medium            Mx              Mx
183              Americas            Small            Qx              Qx
184              Americas           Medium       Quality              Qx
185              Americas           Medium            Qx              Qx
186              Americas           Medium            Qx              Qx
187              Americas           Medium            Qx              Qx
188              Americas           Medium      Logbooks              Mx
189              Americas           Medium            Qx              Qx
190              Americas           Medium       Quality              Qx
191        APAC & Oceania           Medium       Quality              Qx
192              Americas           Medium Manufacturing              Mx
193                  EMEA           Medium            Qx              Qx
194                  EMEA           Medium       Quality              Qx
195              Americas           Medium      Platform              Qx
196              Americas           Medium            Qx              Qx
197              Americas           Medium            Qx              Qx
198              Americas           Medium       Quality              Qx
199              Americas            Small            Qx              Qx
200              Americas           Medium            Qx              Qx
201              Americas           Medium            Qx              Qx
202              Americas            Large      Low Info              Qx
203              Americas            Small            Qx              Qx
204              Americas           Medium            Mx              Mx
205                  EMEA           Medium       Quality              Qx
206                  EMEA           Medium       Quality              Qx
207              Americas           Medium            Qx              Qx
208              Americas            Small Manufacturing              Mx
209        APAC & Oceania           Medium            Mx              Mx
210              Americas           Medium            Mx              Mx
211              Americas           Medium            Mx              Mx
212        APAC & Oceania            Large      Platform              Qx
213        APAC & Oceania            Large      Logbooks              Mx
214              Americas            Small            Mx              Mx
215        APAC & Oceania           Medium            Mx              Mx
216        APAC & Oceania           Medium            Mx              Mx
217              Americas           Medium            Mx              Mx
218              Americas            Large            Qx              Qx
219              Americas           Medium            Qx              Qx
220              Americas            Large            Mx              Mx
221              Americas           Medium            Mx              Mx
222              Americas           Medium            Qx              Qx
223              Americas            Large            Qx              Qx
224              Americas           Medium            Qx              Qx
225              Americas            Small            Qx              Qx
226              Americas           Medium      Platform              Qx
227                  EMEA            Large            Qx              Qx
228              Americas            Small            Qx              Qx
229              Americas           Medium            Qx              Qx
230              Americas           Medium            Qx              Qx
231              Americas            Small      Low Info              Qx
232              Americas            Small            Qx              Qx
233              Americas            Small            Qx              Qx
234              Americas           Medium      Platform              Qx
235              Americas            Small            Qx              Qx
236                  EMEA            Small            Qx              Qx
237              Americas           Medium            Mx              Mx
238              Americas           Medium            Qx              Qx
239              Americas           Medium            Mx              Mx
240              Americas           Medium            Qx              Qx
241              Americas            Large            Qx              Qx
242              Americas           Medium      Low Info              Qx
243              Americas           Medium            Qx              Qx
244              Americas            Large      Low Info              Qx
245              Americas           Medium      Platform              Qx
246                  EMEA           Medium Manufacturing              Mx
247              Americas            Large      Low Info              Qx
248        APAC & Oceania           Medium            Qx              Qx
249              Americas            Small            Qx              Qx
250        APAC & Oceania           Medium            Mx              Mx
251                  EMEA            Large            Qx              Qx
252              Americas           Medium       Quality              Qx
253              Americas            Small Manufacturing              Mx
254              Americas            Small            Qx              Qx
255              Americas           Medium            Qx              Qx
256              Americas            Small            Qx              Qx
257              Americas            Small            Qx              Qx
258              Americas            Small            Qx              Qx
259              Americas            Large      Low Info              Qx
260              Americas           Medium            Mx              Mx
261              Americas            Other            Qx              Qx
262              Americas            Large            Qx              Qx
263              Americas            Large            Qx              Qx
    last_tactic_campaign_channel qal_cohort_date site_lowinfo mfg_lowinfo
1                     Online Ads      2025-06-16        FALSE       FALSE
2           Outbound Prospecting      2025-09-19        FALSE       FALSE
3                          Email      2024-02-22        FALSE       FALSE
4                          Email      2025-09-26        FALSE       FALSE
5                          Email      2025-06-19        FALSE       FALSE
6                            SEO      2025-11-13        FALSE       FALSE
7                          Email      2024-02-15        FALSE       FALSE
8            External Demand Gen      2025-04-29        FALSE       FALSE
9                          Email      2024-01-25        FALSE       FALSE
10                     Referrals      2025-06-27        FALSE       FALSE
11                         Email      2024-04-11        FALSE       FALSE
12                         Email      2024-07-18        FALSE       FALSE
13                    Online Ads      2024-09-23        FALSE       FALSE
14           External Demand Gen      2025-09-26         TRUE       FALSE
15                         Email      2025-04-07        FALSE       FALSE
16                         Email      2025-04-28        FALSE       FALSE
17                         Email      2024-09-23        FALSE       FALSE
18                         Email      2024-02-22        FALSE       FALSE
19                           SEO      2024-07-17        FALSE       FALSE
20                         Email      2024-08-16        FALSE       FALSE
21                         Email      2024-02-15        FALSE       FALSE
22                         Email      2024-01-17        FALSE       FALSE
23                         Email      2024-02-22        FALSE       FALSE
24                    Online Ads      2025-01-09        FALSE       FALSE
25                           SEO      2025-10-07        FALSE       FALSE
26                         Email      2024-02-07        FALSE       FALSE
27                         Email      2025-04-22         TRUE       FALSE
28                         Email      2024-08-12        FALSE       FALSE
29                         Email      2025-05-22        FALSE       FALSE
30                         Email      2024-02-15        FALSE       FALSE
31                         Email      2024-11-14        FALSE       FALSE
32                         Email      2025-03-11        FALSE       FALSE
33                         Email      2025-10-23        FALSE       FALSE
34             Directory Listing      2024-06-27        FALSE       FALSE
35           External Demand Gen      2024-08-29        FALSE       FALSE
36                         Email      2025-05-27        FALSE       FALSE
37                    Online Ads      2024-04-16        FALSE       FALSE
38                         Email      2024-08-16        FALSE       FALSE
39                         Email      2024-02-22        FALSE       FALSE
40                         Email      2025-01-24        FALSE       FALSE
41                         Email      2025-05-15        FALSE       FALSE
42           External Demand Gen      2025-05-28        FALSE       FALSE
43                    Online Ads      2024-05-20         TRUE       FALSE
44                         Email      2025-08-21        FALSE       FALSE
45                         Email      2025-09-26        FALSE       FALSE
46                         Email      2024-02-16        FALSE       FALSE
47                         Email      2025-05-27        FALSE       FALSE
48           External Demand Gen      2025-01-16        FALSE       FALSE
49                Direct/Inbound      2024-07-30         TRUE        TRUE
50          Outbound Prospecting      2024-08-08        FALSE       FALSE
51                         Email      2025-03-14        FALSE       FALSE
52           External Demand Gen      2024-11-15        FALSE       FALSE
53                         Email      2024-01-25        FALSE       FALSE
54                         Email      2024-09-18        FALSE       FALSE
55                         Email      2024-02-08        FALSE       FALSE
56                    Online Ads      2025-05-05        FALSE       FALSE
57                           SEO      2025-02-20        FALSE       FALSE
58                         Email      2024-01-25        FALSE       FALSE
59                     Referrals      2024-10-18         TRUE       FALSE
60          Outbound Prospecting      2024-02-27        FALSE       FALSE
61                           SEO      2024-06-14        FALSE       FALSE
62                Direct/Inbound      2024-05-22        FALSE       FALSE
63                         Email      2024-03-29        FALSE       FALSE
64                         Email      2025-03-03        FALSE       FALSE
65                         Email      2025-05-27        FALSE       FALSE
66           External Demand Gen      2025-06-17        FALSE       FALSE
67           External Demand Gen      2024-06-24        FALSE       FALSE
68                     Referrals      2025-10-07        FALSE       FALSE
69                        Events      2024-08-27        FALSE       FALSE
70                    Online Ads      2024-09-30        FALSE       FALSE
71                Direct/Inbound      2024-06-07        FALSE        TRUE
72             Directory Listing      2024-10-28        FALSE       FALSE
73                         Email      2024-01-31        FALSE       FALSE
74                Direct/Inbound      2024-08-27        FALSE       FALSE
75                         Email      2024-01-22        FALSE       FALSE
76                    Online Ads      2024-05-06         TRUE       FALSE
77                         Email      2025-06-26         TRUE       FALSE
78                         Email      2025-06-26        FALSE       FALSE
79                         Email      2024-02-22        FALSE       FALSE
80                         Email      2025-06-30        FALSE       FALSE
81                         Email      2025-09-03        FALSE       FALSE
82                Direct/Inbound      2024-02-29         TRUE        TRUE
83                    Online Ads      2025-11-17        FALSE       FALSE
84             Directory Listing      2025-02-04         TRUE       FALSE
85                Direct/Inbound      2024-08-14        FALSE       FALSE
86                         Email      2024-02-22        FALSE       FALSE
87           External Demand Gen      2024-08-21        FALSE       FALSE
88                         Email      2024-02-15        FALSE       FALSE
89                         Email      2024-01-31        FALSE       FALSE
90          Outbound Prospecting      2025-11-11        FALSE       FALSE
91                         Email      2024-09-18        FALSE       FALSE
92                         Email      2024-12-10        FALSE       FALSE
93                     Referrals      2024-10-18        FALSE       FALSE
94                         Email      2024-03-21        FALSE       FALSE
95                         Email      2024-04-24        FALSE       FALSE
96                         Email      2024-07-17        FALSE       FALSE
97                    Online Ads      2024-02-12         TRUE       FALSE
98                    Online Ads      2024-07-31        FALSE       FALSE
99           External Demand Gen      2025-06-17         TRUE       FALSE
100                        Email      2025-08-28        FALSE       FALSE
101                        Email      2025-11-11        FALSE       FALSE
102            Directory Listing      2024-06-04        FALSE       FALSE
103                        Email      2024-10-24        FALSE       FALSE
104                        Email      2024-12-10         TRUE       FALSE
105                          SEO      2024-05-24        FALSE       FALSE
106          External Demand Gen      2025-04-28        FALSE       FALSE
107                   Online Ads      2025-07-14        FALSE       FALSE
108                        Email      2025-06-18        FALSE       FALSE
109                        Email      2025-02-20        FALSE       FALSE
110                        Email      2025-06-19        FALSE       FALSE
111                        Email      2025-10-02        FALSE       FALSE
112                        Email      2024-02-22         TRUE       FALSE
113                          SEO      2024-08-22        FALSE       FALSE
114                        Email      2024-05-14         TRUE        TRUE
115          External Demand Gen      2024-02-22        FALSE       FALSE
116                          SEO      2024-11-29        FALSE       FALSE
117                   Online Ads      2024-02-01        FALSE       FALSE
118          External Demand Gen      2024-07-11        FALSE       FALSE
119                   Online Ads      2024-01-18        FALSE       FALSE
120               Direct/Inbound      2025-08-25        FALSE       FALSE
121                        Email      2024-01-25         TRUE        TRUE
122                        Email      2024-04-05         TRUE        TRUE
123                        Email      2025-05-15         TRUE        TRUE
124          External Demand Gen      2025-09-26         TRUE        TRUE
125                          SEO      2024-07-03        FALSE       FALSE
126                   Online Ads      2024-10-21         TRUE       FALSE
127                        Email      2024-01-18         TRUE        TRUE
128                   Online Ads      2024-01-22        FALSE       FALSE
129                   Online Ads      2024-01-17        FALSE       FALSE
130                        Email      2024-01-15        FALSE       FALSE
131                   Online Ads      2024-01-29        FALSE       FALSE
132                        Email      2024-01-26        FALSE       FALSE
133                        Email      2024-08-01        FALSE       FALSE
134                        Email      2024-11-26        FALSE       FALSE
135                        Email      2024-01-12        FALSE       FALSE
136          External Demand Gen      2025-04-28        FALSE       FALSE
137          External Demand Gen      2025-06-20        FALSE       FALSE
138               Direct/Inbound      2025-09-09        FALSE       FALSE
139                          SEO      2025-04-14        FALSE       FALSE
140                        Email      2025-06-30        FALSE       FALSE
141                        Email      2024-02-22         TRUE       FALSE
142               Direct/Inbound      2025-06-19        FALSE       FALSE
143                        Email      2024-02-21         TRUE        TRUE
144                          SEO      2024-01-09        FALSE       FALSE
145                        Email      2024-02-15         TRUE        TRUE
146                          SEO      2025-04-16        FALSE       FALSE
147                          SEO      2025-04-11        FALSE       FALSE
148               Direct/Inbound      2024-08-08        FALSE       FALSE
149                        Email      2024-02-20        FALSE        TRUE
150          External Demand Gen      2024-12-16        FALSE       FALSE
151                   Online Ads      2025-08-18        FALSE       FALSE
152                     Low Info      2025-02-20         TRUE       FALSE
153          External Demand Gen      2024-08-22        FALSE       FALSE
154               Direct/Inbound      2024-09-06        FALSE       FALSE
155                   Online Ads      2025-05-15        FALSE       FALSE
156                        Email      2025-10-07        FALSE       FALSE
157          External Demand Gen      2025-04-28        FALSE       FALSE
158                          SEO      2024-10-30        FALSE       FALSE
159                        Email      2024-03-28        FALSE        TRUE
160                        Email      2025-02-04        FALSE        TRUE
161            Directory Listing      2025-01-28        FALSE       FALSE
162                        Email      2024-02-01        FALSE       FALSE
163                        Email      2024-02-13         TRUE        TRUE
164          External Demand Gen      2024-12-18         TRUE        TRUE
165         Outbound Prospecting      2025-04-01         TRUE        TRUE
166          External Demand Gen      2025-09-26         TRUE        TRUE
167                        Email      2024-07-17        FALSE       FALSE
168          External Demand Gen      2025-06-17        FALSE       FALSE
169                          SEO      2025-01-14        FALSE        TRUE
170                   Online Ads      2024-06-10        FALSE       FALSE
171                        Email      2024-10-15        FALSE       FALSE
172                        Email      2024-11-15        FALSE       FALSE
173                   Online Ads      2025-03-17        FALSE       FALSE
174                   Online Ads      2025-05-30        FALSE       FALSE
175         Outbound Prospecting      2025-08-28        FALSE       FALSE
176                   Online Ads      2025-07-22        FALSE       FALSE
177                        Email      2025-02-20        FALSE       FALSE
178          External Demand Gen      2024-11-11        FALSE       FALSE
179                        Email      2024-04-15        FALSE       FALSE
180                        Email      2024-07-18         TRUE       FALSE
181                        Email      2024-12-10         TRUE       FALSE
182          External Demand Gen      2025-06-24        FALSE       FALSE
183                   Online Ads      2026-01-02        FALSE       FALSE
184         Outbound Prospecting      2025-05-01        FALSE       FALSE
185                        Email      2024-10-18        FALSE        TRUE
186          External Demand Gen      2024-01-18        FALSE       FALSE
187          External Demand Gen      2024-08-21        FALSE       FALSE
188                        Email      2025-04-04        FALSE       FALSE
189          External Demand Gen      2024-01-25        FALSE       FALSE
190                        Email      2024-02-22        FALSE       FALSE
191                        Email      2024-02-21        FALSE        TRUE
192                        Email      2024-01-31        FALSE       FALSE
193                        Email      2024-02-23        FALSE       FALSE
194                        Email      2024-07-18        FALSE       FALSE
195         Outbound Prospecting      2024-08-12        FALSE       FALSE
196               Direct/Inbound      2025-04-16        FALSE       FALSE
197                   Online Ads      2025-06-25         TRUE       FALSE
198               Direct/Inbound      2024-03-04        FALSE       FALSE
199                   Online Ads      2025-08-14        FALSE       FALSE
200                          SEO      2024-09-25         TRUE       FALSE
201                          SEO      2025-04-10        FALSE       FALSE
202                          SEO      2025-05-15        FALSE       FALSE
203                        Email      2024-02-16        FALSE       FALSE
204          External Demand Gen      2024-03-22         TRUE       FALSE
205               Direct/Inbound      2024-03-18         TRUE        TRUE
206                        Email      2024-08-02         TRUE        TRUE
207                          SEO      2024-10-25         TRUE       FALSE
208               Direct/Inbound      2024-02-15        FALSE       FALSE
209          External Demand Gen      2025-07-18        FALSE       FALSE
210          External Demand Gen      2025-02-25        FALSE       FALSE
211            Directory Listing      2025-11-10        FALSE       FALSE
212               Direct/Inbound      2024-02-06        FALSE       FALSE
213          External Demand Gen      2025-04-11        FALSE       FALSE
214                        Email      2024-11-12        FALSE       FALSE
215          External Demand Gen      2025-07-10        FALSE       FALSE
216                        Email      2025-09-14        FALSE       FALSE
217         Outbound Prospecting      2024-12-05        FALSE       FALSE
218                   Online Ads      2024-01-25        FALSE       FALSE
219                   Online Ads      2025-11-14         TRUE       FALSE
220                   Online Ads      2024-09-12         TRUE       FALSE
221                        Email      2025-10-29        FALSE       FALSE
222                   Online Ads      2024-02-06         TRUE       FALSE
223                        Email      2024-09-30        FALSE       FALSE
224          External Demand Gen      2025-09-26         TRUE        TRUE
225                        Email      2025-12-11        FALSE       FALSE
226                          SEO      2024-05-20        FALSE       FALSE
227          External Demand Gen      2024-02-08        FALSE       FALSE
228            Directory Listing      2025-01-15        FALSE       FALSE
229                        Email      2024-06-18         TRUE        TRUE
230                        Email      2024-10-10         TRUE        TRUE
231         Outbound Prospecting      2024-09-24        FALSE       FALSE
232                        Email      2025-02-04        FALSE       FALSE
233                   Online Ads      2024-05-06        FALSE       FALSE
234                          SEO      2025-05-19        FALSE       FALSE
235                   Online Ads      2024-04-25        FALSE       FALSE
236                        Email      2024-01-26        FALSE       FALSE
237               Direct/Inbound      2024-02-27         TRUE        TRUE
238                        Email      2025-02-25        FALSE       FALSE
239                        Email      2024-10-23         TRUE       FALSE
240                        Email      2024-02-22        FALSE       FALSE
241                        Email      2025-02-25        FALSE       FALSE
242                   Online Ads      2024-07-24        FALSE       FALSE
243                   Online Ads      2024-01-09        FALSE       FALSE
244         Outbound Prospecting      2025-01-02        FALSE       FALSE
245                        Email      2025-06-13        FALSE       FALSE
246               Direct/Inbound      2024-02-19         TRUE        TRUE
247                     Low Info      2025-04-18         TRUE       FALSE
248               Direct/Inbound      2025-06-26        FALSE       FALSE
249                   Online Ads      2025-11-03        FALSE        TRUE
250                        Email      2024-10-23        FALSE       FALSE
251               Direct/Inbound      2024-07-24        FALSE       FALSE
252                          SEO      2024-08-12         TRUE        TRUE
253               Direct/Inbound      2025-05-20         TRUE       FALSE
254                   Online Ads      2024-12-06        FALSE        TRUE
255                   Online Ads      2024-02-01        FALSE       FALSE
256                        Email      2024-01-29         TRUE        TRUE
257                        Email      2024-01-25        FALSE       FALSE
258               Direct/Inbound      2024-03-06        FALSE       FALSE
259                          SEO      2024-06-04        FALSE       FALSE
260                        Email      2025-06-19        FALSE       FALSE
261                        Email      2024-01-19         TRUE        TRUE
262                        Email      2024-01-25        FALSE       FALSE
263                        Email      2024-02-22        FALSE       FALSE
    title_lowinfo site_or_mfg_lowinfo quality assurance manager vp affairs
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    qualified person associate director senior systems production medical
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    research development chief executive officer plant supervisor manufacturing
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    science gmp auditor regional service scientific system lab european
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    eqms environmental principle sales business applications corporate dgm
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    strategy lead advisor review operational centre monitoring section
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    raqa diagnostics industrial market designer deputy inspector planning
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    organizational architect anz human resources analytics digital asia
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251      0           0       0     0          0         0    0      0
252      0           0       0     0          0         0    0      0
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255      0           0       0     0          0         0    0      0
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263      0           0       0     0          0         0    0      0
 [ reached 'max' / getOption("max.print") -- omitted 16069 rows ]
#check for duplicates again
colnames(leads_cleaned_final)[duplicated(colnames(leads_cleaned_final))]
character(0)
#now convert target to binary
leads_cleaned_final <- leads_cleaned_final %>%
  mutate(
    next_stage_target = factor(
      if_else(next_stage_c %in% c("SQL", "SQO", "Won"), 1, 0)
    )
  )

#view dataframe
leads_cleaned_final
           acct_primary_site_function           acct_manufacturing_model
1                   Food and beverage            Consumer Packaged Goods
2                  Small-molecule API                           In-House
3                 Sterile injectables                           In-House
4                 Sterile injectables                           In-House
5                        Biologic API                           In-House
6                Surgical instruments                           In-House
7          Cell therapies (CAR-T, NK) Hospital Investigational Drug Unit
8      In-vitro diagnostic (IVD) kits                           In-House
9         Nutraceutical manufacturing                                CMO
10         Cell therapies (CAR-T, NK)                           In-House
11               Diagnostic Equipment                           In-House
12                 Small-molecule API           Outsources Manufacturing
13                      Animal Health                           In-House
14                           Low Info                           In-House
15                Implantable devices                           In-House
16                Implantable devices                           In-House
17     Non-manufacturing organization  Software / Technology Development
18     In-vitro diagnostic (IVD) kits                           In-House
19     In-vitro diagnostic (IVD) kits                           In-House
20     In-vitro diagnostic (IVD) kits                           In-House
21                      Animal Health                           In-House
22               Diagnostic Equipment                           In-House
23               Diagnostic Equipment                           In-House
24     Non-manufacturing organization                                CRO
25                       Biologic API                           In-House
26               Diagnostic Equipment                           In-House
27                           Low Info   Original Equipment Manufacturing
28               Diagnostic Equipment                                CMO
29                 Small-molecule API                                CRO
30                 Dental instruments                           In-House
31                 Dental instruments                           In-House
32                       Biologic API                           In-House
33                Sterile injectables                           In-House
34   Specialty Chemical Manufacturing                           In-House
35                Implantable devices                           In-House
36     Non-manufacturing organization              Services / Consulting
37     In-vitro diagnostic (IVD) kits                                CMO
38                 Small-molecule API                               503B
39                Sterile injectables                               CDMO
40                Sterile injectables                               CDMO
41                Sterile injectables                               CDMO
42               Surgical instruments                           In-House
43                           Low Info                           In-House
44               Surgical instruments                           In-House
45               Surgical instruments                           In-House
46                Sterile injectables                                CMO
47                       Biologic API                               CDMO
48            Oral solid dosage (OSD)                               CDMO
49                           Low Info                           Low Info
50        Nutraceutical manufacturing                                CMO
51                 Small-molecule API                           In-House
52                Secondary packaging           Distribution / Wholesale
53        Nutraceutical manufacturing                           In-House
54               Radiopharmaceuticals                           In-House
55                Implantable devices                           In-House
56            Oral solid dosage (OSD)                           In-House
57                  Food and beverage                           In-House
58               Diagnostic Equipment                           In-House
59                           Low Info                           In-House
60       Medical cannabis formulation                                CMO
61        Nutraceutical manufacturing                           In-House
62     Non-manufacturing organization                           In-House
63            Oral solid dosage (OSD)                           In-House
64            Oral solid dosage (OSD)                           In-House
65            Oral solid dosage (OSD)                           In-House
66                Implantable devices                           In-House
67     Non-manufacturing organization                                CRO
68   Specialty Chemical Manufacturing                           In-House
69               Surgical instruments                           In-House
70             Single-use disposables                           In-House
71     Non-manufacturing organization                           Low Info
72                      Animal Health                           In-House
73                      Animal Health                           In-House
74                    Lab Instruments                           In-House
75     Non-manufacturing organization           Distribution / Wholesale
76                           Low Info                           In-House
77                           Low Info                           In-House
78   Specialty Chemical Manufacturing                           In-House
79                        Plasmid DNA                           In-House
80     Non-manufacturing organization              Services / Consulting
81     Non-manufacturing organization              Services / Consulting
82                           Low Info                           Low Info
83                Sterile injectables                           In-House
84                           Low Info                           In-House
85                      Animal Health                           In-House
86               Surgical instruments                           In-House
87            Oral solid dosage (OSD)                               CDMO
88     Non-manufacturing organization Hospital Investigational Drug Unit
89                  Food and beverage                           In-House
90                             Lasers                           In-House
91                 Dental instruments                           In-House
92                 Dental instruments                           In-House
93     Non-manufacturing organization              Services / Consulting
94            Cosmetics manufacturing                           In-House
95            Cosmetics manufacturing                           In-House
96                      Animal Health                           In-House
97                           Low Info                           In-House
98                  Surgical robotics                           In-House
99                           Low Info                                CMO
100           Oral solid dosage (OSD)                               CDMO
101           Oral solid dosage (OSD)                               CDMO
102 Blood and Plasma-related products                           In-House
103            Single-use disposables                           In-House
104                          Low Info                           In-House
105                   Imaging systems                                CMO
106        Cell therapies (CAR-T, NK)                           In-House
107    Non-manufacturing organization           Distribution / Wholesale
108    Non-manufacturing organization           Distribution / Wholesale
109              Diagnostic Equipment                           In-House
110                   Lab Instruments                           In-House
111                   Lab Instruments                           In-House
112                          Low Info                           In-House
113  Specialty Chemical Manufacturing                           In-House
114                          Low Info                           Low Info
115               Implantable devices                           In-House
116                 Surgical robotics                               CDMO
117        Cell therapies (CAR-T, NK)                           In-House
118                 Highly potent API                               CDMO
119           Oral solid dosage (OSD)                                CMO
120    In-vitro diagnostic (IVD) kits                           In-House
121                          Low Info                           Low Info
122                          Low Info                           Low Info
123                          Low Info                           Low Info
124                          Low Info                           Low Info
125    Non-manufacturing organization              Services / Consulting
126                          Low Info                           In-House
127                          Low Info                           Low Info
128      Monoclonal antibodies (mAbs)                           In-House
129                 Food and beverage                           In-House
130                        Wound Care                           In-House
131    Non-manufacturing organization  Software / Technology Development
132                Dental instruments            Consumer Packaged Goods
133               Sterile injectables                                CMO
134               Sterile injectables                                CMO
135  Specialty Chemical Manufacturing                           In-House
136           Oral solid dosage (OSD)                               CDMO
137              Surgical instruments                                CMO
138              Diagnostic Equipment                                CMO
139                Small-molecule API                                CMO
140                      Biologic API                           In-House
141                          Low Info           Outsources Manufacturing
142           mRNA / LNP therapeutics                               CDMO
143                          Low Info                           Low Info
144    Non-manufacturing organization           Outsources Manufacturing
145                          Low Info                           Low Info
146               Sterile injectables                           In-House
147       Nutraceutical manufacturing                           In-House
148            Single-use disposables                           In-House
149                     Animal Health                           Low Info
150    Non-manufacturing organization                           In-House
151    Non-manufacturing organization              Services / Consulting
152                          Low Info                           In-House
153                          Vaccines                           In-House
154    Non-manufacturing organization              Services / Consulting
155    Non-manufacturing organization              Services / Consulting
156    Non-manufacturing organization              Services / Consulting
157                Small-molecule API                                CMO
158       Nutraceutical manufacturing                           In-House
159    Non-manufacturing organization                           Low Info
160                   Lab Instruments                           Low Info
161                Dental instruments                           In-House
162    Non-manufacturing organization              Services / Consulting
163                          Low Info                           Low Info
164                          Low Info                           Low Info
165                          Low Info                           Low Info
166                          Low Info                           Low Info
167      Monoclonal antibodies (mAbs)                           In-House
168               Implantable devices                           In-House
169              Diagnostic Equipment                           Low Info
170                     Animal Health                               CDMO
171       Nutraceutical manufacturing                                CMO
172       Nutraceutical manufacturing                                CMO
173              Diagnostic Equipment                           In-House
174              Diagnostic Equipment                           In-House
175        Cell therapies (CAR-T, NK)                           In-House
176                Small-molecule API                                CMO
177       Nutraceutical manufacturing                                CMO
178            Single-use disposables                           In-House
179               3D-printed implants                           In-House
180                          Low Info                           In-House
181                          Low Info                           In-House
182                            Lasers                           In-House
183                 Transdermal patch                           In-House
184       Nutraceutical manufacturing           Outsources Manufacturing
185               Sterile injectables                           Low Info
186      Drug discovery & development                           In-House
187              Surgical instruments                               CDMO
188                           Enzymes                           In-House
189    In-vitro diagnostic (IVD) kits                                CMO
190            Single-use disposables                           In-House
191    Non-manufacturing organization                           Low Info
192                Small-molecule API                                CMO
193        Patient monitoring systems                           In-House
194        Patient monitoring systems                           In-House
195              Radiopharmaceuticals                               CDMO
196  Specialty Chemical Manufacturing                           In-House
197                          Low Info                           In-House
198            Single-use disposables                           In-House
199 Blood and Plasma-related products                           In-House
200                          Low Info   Original Equipment Manufacturing
201  Specialty Chemical Manufacturing                           In-House
202              Combination products                               CDMO
203           Cosmetics manufacturing                               CDMO
204                          Low Info                           In-House
205                          Low Info                           Low Info
206                          Low Info                           Low Info
207                          Low Info                           In-House
208    Non-manufacturing organization              Services / Consulting
209           Oral solid dosage (OSD)                               CDMO
210    Non-manufacturing organization              Services / Consulting
211       Nutraceutical manufacturing                                CMO
212                       Biosimilars                           In-House
213                       Biosimilars                           In-House
214                   Imaging systems                           In-House
215            Generics manufacturing                           In-House
216            Generics manufacturing                           In-House
217               Implantable devices                               CDMO
218 Blood and Plasma-related products                           In-House
219                          Low Info                           In-House
220                          Low Info                           In-House
221           Lateral-flow test strip                           In-House
222                          Low Info                           In-House
223                      Biologic API                           In-House
224                          Low Info                           Low Info
225           Cosmetics manufacturing                           In-House
226               Implantable devices   Original Equipment Manufacturing
227           Oral solid dosage (OSD)                           In-House
228              Diagnostic Equipment                                CMO
229                          Low Info                           Low Info
230                          Low Info                           Low Info
231                        Wound Care   Original Equipment Manufacturing
232              Diagnostic Equipment                           In-House
233    In-vitro diagnostic (IVD) kits                           In-House
234                      Biologic API                           In-House
235                       Medical gas                           In-House
236              Diagnostic Equipment                           In-House
237                          Low Info                           Low Info
238                Dental instruments                           In-House
239                          Low Info                               CDMO
240                      Biologic API                           In-House
241                      Cell banking                               CDMO
242  Specialty Chemical Manufacturing                                CMO
243               Implantable devices                               CDMO
244  Specialty Chemical Manufacturing                           In-House
245    Non-manufacturing organization              Services / Consulting
246                          Low Info                           Low Info
247                          Low Info   Original Equipment Manufacturing
248           Oral solid dosage (OSD)                           In-House
249    Non-manufacturing organization                           Low Info
250                Small-molecule API                           In-House
251                 Highly potent API                               CDMO
252                          Low Info                           Low Info
253                          Low Info                           In-House
254        Cell therapies (CAR-T, NK)                           Low Info
255            Topical emulsion/cream                               CDMO
256                          Low Info                           Low Info
257              Surgical instruments                           In-House
258              Surgical instruments                           In-House
259  Specialty Chemical Manufacturing            Consumer Packaged Goods
260                Small-molecule API                               CDMO
261                          Low Info                           Low Info
262           Cosmetics manufacturing                           In-House
263           Cosmetics manufacturing                           In-House
    acct_target_industry
1       Non-Life Science
2       Pharma & BioTech
3       Pharma & BioTech
4       Pharma & BioTech
5       Pharma & BioTech
6         Medical Device
7      Blood & Biologics
8         Medical Device
9       Pharma & BioTech
10        Medical Device
11        Medical Device
12      Pharma & BioTech
13      Pharma & BioTech
14      Non-Life Science
15        Medical Device
16        Medical Device
17        Medical Device
18        Medical Device
19        Medical Device
20        Medical Device
21      Pharma & BioTech
22        Medical Device
23        Medical Device
24      Pharma & BioTech
25        Medical Device
26        Medical Device
27      Non-Life Science
28        Medical Device
29      Pharma & BioTech
30        Medical Device
31        Medical Device
32      Pharma & BioTech
33      Pharma & BioTech
34      Non-Life Science
35        Medical Device
36        Medical Device
37        Medical Device
38      Pharma & BioTech
39      Pharma & BioTech
40      Pharma & BioTech
41      Pharma & BioTech
42        Medical Device
43      Non-Life Science
44        Medical Device
45        Medical Device
46      Pharma & BioTech
47      Pharma & BioTech
48      Pharma & BioTech
49        Medical Device
50      Pharma & BioTech
51      Non-Life Science
52      Pharma & BioTech
53      Pharma & BioTech
54      Pharma & BioTech
55        Medical Device
56      Pharma & BioTech
57      Pharma & BioTech
58        Medical Device
59      Pharma & BioTech
60      Pharma & BioTech
61      Pharma & BioTech
62      Pharma & BioTech
63      Pharma & BioTech
64      Pharma & BioTech
65      Pharma & BioTech
66        Medical Device
67      Pharma & BioTech
68      Pharma & BioTech
69      Pharma & BioTech
70        Medical Device
71        Medical Device
72      Pharma & BioTech
73      Pharma & BioTech
74        Medical Device
75      Pharma & BioTech
76      Non-Life Science
77      Non-Life Science
78      Pharma & BioTech
79     Blood & Biologics
80      Pharma & BioTech
81      Pharma & BioTech
82        Medical Device
83      Pharma & BioTech
84        Medical Device
85      Pharma & BioTech
86        Medical Device
87      Pharma & BioTech
88     Blood & Biologics
89      Non-Life Science
90        Medical Device
91        Medical Device
92        Medical Device
93      Non-Life Science
94      Pharma & BioTech
95      Pharma & BioTech
96      Pharma & BioTech
97      Non-Life Science
98        Medical Device
99        Medical Device
100     Pharma & BioTech
101     Pharma & BioTech
102     Pharma & BioTech
103       Medical Device
104     Non-Life Science
105     Non-Life Science
106     Pharma & BioTech
107     Non-Life Science
108       Medical Device
109       Medical Device
110       Medical Device
111       Medical Device
112       Medical Device
113       Medical Device
114             Low Info
115       Medical Device
116       Medical Device
117     Pharma & BioTech
118     Pharma & BioTech
119    Blood & Biologics
120       Medical Device
121       Medical Device
122       Medical Device
123       Medical Device
124       Medical Device
125     Non-Life Science
126     Non-Life Science
127     Pharma & BioTech
128     Pharma & BioTech
129     Non-Life Science
130       Medical Device
131       Medical Device
132       Medical Device
133    Blood & Biologics
134    Blood & Biologics
135     Non-Life Science
136     Pharma & BioTech
137       Medical Device
138       Medical Device
139     Pharma & BioTech
140     Pharma & BioTech
141       Medical Device
142     Pharma & BioTech
143     Non-Life Science
144     Non-Life Science
145     Non-Life Science
146     Pharma & BioTech
147     Pharma & BioTech
148       Medical Device
149     Pharma & BioTech
150     Pharma & BioTech
151     Non-Life Science
152       Medical Device
153     Pharma & BioTech
154     Non-Life Science
155     Non-Life Science
156     Non-Life Science
157     Pharma & BioTech
158     Pharma & BioTech
159     Non-Life Science
160     Pharma & BioTech
161       Medical Device
162     Pharma & BioTech
163       Medical Device
164       Medical Device
165       Medical Device
166       Medical Device
167     Pharma & BioTech
168       Medical Device
169       Medical Device
170     Pharma & BioTech
171     Pharma & BioTech
172     Pharma & BioTech
173       Medical Device
174       Medical Device
175    Blood & Biologics
176     Pharma & BioTech
177     Pharma & BioTech
178       Medical Device
179       Medical Device
180       Medical Device
181       Medical Device
182       Medical Device
183       Medical Device
184     Pharma & BioTech
185       Medical Device
186     Pharma & BioTech
187       Medical Device
188     Pharma & BioTech
189       Medical Device
190       Medical Device
191       Medical Device
192     Pharma & BioTech
193       Medical Device
194       Medical Device
195     Pharma & BioTech
196     Non-Life Science
197     Non-Life Science
198       Medical Device
199    Blood & Biologics
200     Non-Life Science
201     Non-Life Science
202       Medical Device
203     Pharma & BioTech
204     Non-Life Science
205       Medical Device
206       Medical Device
207     Non-Life Science
208     Pharma & BioTech
209     Pharma & BioTech
210     Pharma & BioTech
211     Pharma & BioTech
212       Medical Device
213       Medical Device
214       Medical Device
215     Pharma & BioTech
216     Pharma & BioTech
217       Medical Device
218     Pharma & BioTech
219     Non-Life Science
220     Non-Life Science
221    Blood & Biologics
222     Non-Life Science
223     Pharma & BioTech
224     Non-Life Science
225     Pharma & BioTech
226       Medical Device
227     Pharma & BioTech
228       Medical Device
229     Non-Life Science
230     Non-Life Science
231       Medical Device
232       Medical Device
233       Medical Device
234     Non-Life Science
235     Non-Life Science
236       Medical Device
237     Non-Life Science
238       Medical Device
239       Medical Device
240     Pharma & BioTech
241     Pharma & BioTech
242     Pharma & BioTech
243       Medical Device
244     Pharma & BioTech
245    Blood & Biologics
246     Non-Life Science
247     Non-Life Science
248     Pharma & BioTech
249             Low Info
250     Pharma & BioTech
251     Pharma & BioTech
252     Non-Life Science
253       Medical Device
254       Medical Device
255     Pharma & BioTech
256       Medical Device
257       Medical Device
258       Medical Device
259     Non-Life Science
260     Pharma & BioTech
261       Medical Device
262     Non-Life Science
263     Non-Life Science
                                                               contact_lead_title
1                                                       quality assurance manager
2                                                    vp qualityregulatory affairs
3                                                                qualified person
4                                                                qualified person
5                                            quality assurance associate director
6                                                                 quality manager
7                                                                             ing
8                                                                 senior director
9                                                  senior manager quality systems
10                                     manager production collagen medical device
11                                                    document control specialist
12      biostats clinical data management associate director technical operations
13                                                                      president
14                                                               shipping manager
15                                                senior quality systems engineer
16                                                senior quality systems engineer
17                                                                           prrc
18                                    manager quality assurance regulatory affair
19                                    manager quality assurance regulatory affair
20                                                              quality assurance
21                                                           microbiology manager
22                                                        quality systems manager
23                                                        quality systems manager
24                                 associate director laboratory support services
25                                                senior network security manager
26                                                                          owner
27                                                                 timothy wright
28                                                                        vp qara
29                                    project manager fragments external projects
30                                                                     ra manager
31                                                                     ra manager
32                                                        quality systems analyst
33                                             manager automation technology apac
34                                                                program manager
35                                   vice president information technology global
36                                                                      principal
37                                  director quality assurance regulatory affairs
38                                               north america quality specialist
39                                                                       Low Info
40                                                                       Low Info
41                                                                       Low Info
42                                   vice president quality regulatory operations
43                                                                       Low Info
44                                            director quality regulatory affairs
45                                            director quality regulatory affairs
46                                                     manager regulatory affairs
47                                  senior quality assurance manager processmodul
48                                                       head process engineering
49                                  senior regulatory affairs manager ypsomed usa
50                                            vicepresident financeadministration
51                                                                       Low Info
52                                                            director operations
53                                                             operations manager
54                                                      quality assurance manager
55                                                    national operations manager
56                       director analytical research development quality control
57                                                                        manager
58                                                        senior quality engineer
59                                              president chief executive officer
60                                                                 plant director
61                                                   quality assurance supervisor
62                                                        quality systems manager
63                                                         biotechnology engineer
64                                                         biotechnology engineer
65                                                         biotechnology engineer
66                                                            director operations
67                                                                quality manager
68                                                                quality measure
69                                                  director research development
70                                                    director quality regulatory
71                                             senior director laboratory quality
72                                      director manufacturing science technology
73                                                             senior gmp auditor
74                                                senior regional service manager
75                                               vp scientific technical services
76                                                                quality manager
77                                                                quality manager
78                                                         quality system officer
79                                                                    lab manager
80                                european quality assurance system administrator
81                                european quality assurance system administrator
82                                                      manager quality assurance
83                                            senior quality assurance specialist
84                                                  director research development
85                                                                       director
86                                                chief operating officer officer
87                                                    director quality operations
88                                                                    qms manager
89                                                                       Low Info
90                                                     manager regulatory officer
91                                                               quality engineer
92                                                               quality engineer
93                                                               director quality
94                                            vp global quality center excellence
95                                            vp global quality center excellence
96                                      manufacturing science technology engineer
97                                              senior quality systems technician
98                                                    document control specialist
99                                                      vice president operations
100                                                   quality engineering manager
101                                                   quality engineering manager
102                                                                      Low Info
103                                                     quality assurance manager
104                                                                  quality tech
105                                         computer system validation analyst iv
106                                         senior manager information technology
107                                                                      Low Info
108                                                  director product development
109                                                         manufacturing manager
110                                                 regulatory affairs specialist
111                                                 regulatory affairs specialist
112                                                                  capa manager
113                                               regulatory affairs professional
114                                                 regulatory affairs specialist
115                                                    quality assurance director
116                                                                           msc
117                                    director quality assurance quality control
118                                                  head qualificationvalidation
119                                                              quality engineer
120                                            manager software quality assurance
121                                                       quality systems manager
122                                                       quality systems manager
123                                                       quality systems manager
124                                                       quality systems manager
125                                         vice president information technology
126                                                           commercial director
127                                             glp quality assurance auditor iii
128                                                quality assurance associate ii
129                                                         plant quality manager
130                                                              quality engineer
131                                               head quality regulatory affairs
132                                       quality assurance laboratory technician
133                                         quality assurance ecompliance manager
134                                         quality assurance ecompliance manager
135                                                                      Low Info
136                                                     quality assurance manager
137                                                            manager operations
138                                                         trainingdocumentation
139                                                     quality assurance manager
140                                                                  head quality
141                                                                      Low Info
142                                          quality assurance tech specialist ii
143                                                               quality manager
144                                                qcprocess improvement director
145 program director clin asc professional fsc conhi clinical research management
146                                                       senior quality engineer
147                                                     quality assurance manager
148                                              manager customer success quality
149                                                                      director
150                                research development quality assurance manager
151                                                                           qms
152                                                           npi quality manager
153                                              director audit quality assurance
154                                                                    consultant
155                                                                    consultant
156                                                                    consultant
157                                              vice president quality assurance
158                                                                  presidentceo
159                                                             managing director
160                                          senior regulatory affairs specialist
161                                                         manufacturing manager
162                                                                            dr
163                                                 quality cm operations manager
164                                                 quality cm operations manager
165                                                 quality cm operations manager
166                                                 quality cm operations manager
167                                                                  director mfg
168                                                     vice president operations
169                                                                      engineer
170                                                           director compliance
171                                                                      director
172                                                                      director
173                                                               program manager
174                                                               program manager
175                                               chief operating officer officer
176                                                      quality engineer manager
177                                                      director quality control
178                                                           director compliance
179                                                spcialiste en assurance qualit
180                                                   director regulatory affairs
181                                                   director regulatory affairs
182                                                     vice president operations
183                                                                      ownercto
184                                                             quaity specialist
185                                                          eqms project manager
186                                             senior director quality assurance
187                                                               quality manager
188                                                  quality assurance specialist
189                                                               quality manager
190                                              quality environmental technician
191                                                  principle quality specialist
192                                                                sales director
193                                                               project manager
194                                                               project manager
195                                     senior quality manager project management
196                                                      business systems analyst
197                                                                       quality
198                  systems administrator senior specialist quality applications
199                                                  quality assurance supervisor
200                                                     quality assurance manager
201                                                            technical director
202                                                            compliance manager
203                                               chief executive officer officer
204                                                               quality manager
205                                       corporate regulatory compliance manager
206                                       corporate regulatory compliance manager
207                                                               quality manager
208                                                president principal consultant
209                                                           development manager
210                                                        senior project manager
211                                                vice presidentlogisticstraffic
212                                                     senior manager operations
213                                                     senior manager operations
214                                                                  qara manager
215                                                                           dgm
216                                                                           dgm
217                                                       chief executive officer
218                                   senior compliance auditor quality assurance
219                                                              director quality
220                                                              quality engineer
221                                                       quality systems manager
222                                                     quality assurance manager
223                                                      analytical strategy lead
224                                                             quality assurance
225                                                                vice president
226                                                              quality engineer
227                                                      seniorprincipal engineer
228                                                                       manager
229                                                     quality assurance officer
230                                                     quality assurance officer
231                                                             quality assurance
232                                                        chief security officer
233                                                     quality assurance manager
234                                  senior vice president information technology
235                                                                       manager
236                                                        vice president quality
237                                                                    consultant
238                                                                    validation
239                                                                      director
240                                                            senior ra director
241                                                            scientific advisor
242                                                batch record review supervisor
243                                     senior quality systems compliance manager
244                                                             research engineer
245                                  operational centre manager hpfb inspectorate
246                                                information technology manager
247                                                             invoice submittal
248                                                                       manager
249                                                            ownersr consultant
250                                                            compliance officer
251                                                                   qms manager
252                                                                   truong tran
253                                             president chief executive officer
254                                                                       manager
255                                                             quality associate
256                                                                     president
257                                                             quality assurance
258                                                             quality assurance
259                                                         ciquality facilitator
260                             senior software compliance engineering specialist
261                     fda senior validation engineer thermal monitoring systems
262                                                        global quality manager
263                                                        global quality manager
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107 a0dPQ000006YVYzYAO 0030c00002q9kDPAAY          SQL      P1 - Contact Us
108 a0dPQ000005bH74YAE 0030c00002pDw3CAAS     Recycled           Priority 2
109 a0dPQ000003aDOPYA2 0030c00002qBUyKAAW     Recycled           Priority 2
110 a0dPQ000005fK6LYAU 0030c00002qBeSRAA0     Recycled           Priority 2
111 a0dPQ000009S83uYAC 0030c00002qBeSRAA0     Recycled           Priority 2
112 a0dPQ000000NYYrYAO 0030c00002pF4iqAAC     Recycled           Priority 2
113 a0dPQ000001WFMjYAO 0030c00002qBv72AAC     Recycled           Priority 2
114 a0dPQ000000r8ibYAA 0030c00002qCS4WAAW     Recycled           Priority 2
115 a0dPQ000000NSoPYAW 0030c00002pGW4dAAG     Recycled           Priority 2
116 a0dPQ000002P3SzYAK 0030c00002qD6tnAAC     Recycled      P1 - Video Demo
117 a0dPQ000000EoRZYA0 0030c00002rhuRlAAI     Recycled           Priority 2
118 a0dPQ000001DEW1YAO 0030c00002r3449AAA     Recycled           Priority 2
119 a0d3t00000kohfQAAQ 0030c00002rjGWjAAM     Recycled           Priority 2
120 a0dPQ0000084cV7YAI 0030c00002rjYq2AAE     Recycled           Priority 2
121 a0dPQ000000Bz8DYAS 0030c00002r4HcLAAU     Recycled           Priority 2
122 a0dPQ000000eEttYAE 0030c00002r4HcLAAU     Recycled           Priority 2
123 a0dPQ000004W2ArYAK 0030c00002r4HcLAAU     Recycled           Priority 2
124 a0dPQ000009F4vmYAC 0030c00002r4HcLAAU     Recycled    P1 - Webinar Demo
125 a0dPQ000001AiYfYAK 0030c00002sZpPDAA0     Recycled           Priority 1
126 a0dPQ00000224cfYAA 0030c00002t4AgxAAE          SQL           Priority 1
127 a0d3t00000kohUOAAY 0030c00002rihXiAAI     Recycled           Priority 2
128 a0dPQ000000AbcbYAC 0030c00002rjGVbAAM     Recycled           Priority 2
129 a0d3t00000koUbhAAE 0030c00002rjVjQAAU     Recycled           Priority 2
130 a0d3t00000koQUyAAM 0030c00002t73E2AAI     Recycled          No Priority
131 a0dPQ000000Cz1JYAS 0030c00002t7U1pAAE     Recycled           Priority 2
132 a0dPQ000000CKuDYAW 0030c00002rkk1tAAA     Recycled           Priority 2
133 a0dPQ000001LohBYAS 0030c00002sXyOZAA0     Recycled           Priority 2
134 a0dPQ000002Nl57YAC 0030c00002sXyOZAA0     Recycled           Priority 2
135 a0d3t00000koFgGAAU 0030c00002sYG1dAAG     Recycled          No Priority
136 a0dPQ000004KVi5YAG 0030c00002sZTcSAAW     Recycled    P1 - Webinar Demo
137 a0dPQ000005i2OEYAY 0030c00002tcaxFAAQ     Recycled           Priority 2
138 a0dPQ000008ZeE5YAK 0030c00002uNhvfAAC     Recycled      P1 - Video Demo
139 a0dPQ000004BeKnYAK 0030c00002uMF6SAAW          Won           Priority 2
140 a0dPQ00000625zTYAQ 0030c00002uOQXJAA4          SQL      P1 - Video Demo
141 a0dPQ000000NiI5YAK 0030c00002uOUGxAAO     Recycled           Priority 2
142 a0dPQ000005furOYAQ 0030c00002uMcJ6AAK     Recycled           Priority 2
143 a0dPQ000000NBFhYAO 0030c00002uNDfLAAW     Recycled           Priority 2
144 a0d3t00000knqYeAAI 0030c00002vnyAjAAI     Recycled           Priority 2
145 a0dPQ000000KdI9YAK 0030c00002uNRTNAA4     Recycled           Priority 2
146 a0dPQ000004DfRFYA0 0030c00002vo9mpAAA     Recycled      P1 - Video Demo
147 a0dPQ000004AwejYAC 0030c00002voNjBAAU     Recycled      P1 - Video Demo
148 a0dPQ000001PNDlYAO 0030c00002voXCVAA2     Recycled           Priority 1
149 a0dPQ000000MXOjYAO 0030c00002voYqiAAE     Recycled           Priority 2
150 a0dPQ000002Y0xJYAS 0030c00002vogWcAAI     Recycled           Priority 2
151 a0dPQ000007nYVxYAM 0030c00002vpW2NAAU     Recycled      P1 - Video Demo
152 a0dPQ000003Zz2JYAS 0030c00002whOwIAAU          SQL          No Priority
153 a0dPQ000001Vx85YAC 0030c00002voxJ8AAI     Recycled           Priority 2
154 a0dPQ000001deUrYAI 0030c00002whZsAAAU     Recycled           Priority 2
155 a0dPQ000004W5IPYA0 0030c00002whZsAAAU     Recycled           Priority 2
156 a0dPQ000009ggc0YAA 0030c00002whZsAAAU     Recycled           Priority 2
157 a0dPQ000004KGxZYAW 0030c00002vpAefAAE     Recycled    P1 - Webinar Demo
158 a0dPQ0000027WjdYAE 0030c00002whgdFAAQ     Recycled           Priority 1
159 a0dPQ000000bGvRYAU 0030c00002whlqKAAQ     Recycled           Priority 2
160 a0dPQ000003AZpBYAW 0030c00002whyekAAA     Recycled           Priority 2
161 a0dPQ000002xaBEYAY 0030c00002whWtJAAU     Recycled           Priority 2
162 a0dPQ000000EbnhYAC 0030c00002whjwnAAA     Recycled           Priority 2
163 a0dPQ000000JdqTYAS 0030c00002xBbtnAAC     Recycled           Priority 2
164 a0dPQ000002ZILtYAO 0030c00002xBbtnAAC     Recycled      P1 - Contact Us
165 a0dPQ0000044D7dYAE 0030c00002xBbtnAAC     Recycled          No Priority
166 a0dPQ000009EvEAYA0 0030c00002xBbtnAAC     Recycled    P1 - Webinar Demo
167 a0dPQ000001FPWzYAO 0030c00002xCJcrAAG     Recycled           Priority 2
168 a0dPQ000005ZD5xYAG 0030c00002xBcVrAAK     Recycled           Priority 2
169 a0dPQ000002jd45YAA 0030c00002xCfc2AAC     Recycled      P1 - Video Demo
170 a0dPQ0000010c9ZYAQ 0030c00002xByvbAAC          SQL           Priority 1
171 a0dPQ000001zMHZYA2 0030c00002xD5mKAAS     Recycled           Priority 2
172 a0dPQ000002HadpYAC 0030c00002xD5mKAAS     Recycled           Priority 2
173 a0dPQ000003uvOTYAY 0030c00002xCG9OAAW     Recycled      P1 - Video Demo
174 a0dPQ000004u6N0YAI 0030c00002xCG9OAAW     Recycled          No Priority
175 a0dPQ000008CPngYAG 0030c00002xDUmQAAW     Recycled          No Priority
176 a0dPQ000006rgyYYAQ 0030c00002xCsO4AAK     Recycled      P1 - Contact Us
177 a0dPQ000003aAf3YAE 0030c00002xDDslAAG     Recycled           Priority 2
178 a0dPQ000002DuuTYAS 0030c00002xDPzgAAG     Recycled          No Priority
179 a0dPQ000000h9PpYAI 0030c00002xDUbwAAG     Recycled           Priority 2
180 a0dPQ000001GA66YAG 0030c00002xDYjxAAG     Recycled           Priority 1
181 a0dPQ000002UqHlYAK 0030c00002xDYjxAAG     Recycled    P1 - Webinar Demo
182 a0dPQ000005qLblYAE 0030c00002ykIaEAAU     Recycled           Priority 2
183 a0dPQ00000Fg0cVYAR 0030c00002ykhFGAAY     Recycled      P1 - Contact Us
184 a0dPQ000004MZWHYA4 0030c00002ykQPJAA2          SQL      P1 - Contact Us
185 a0dPQ0000021UFpYAM 0030c00002ykYHkAAM     Recycled           Priority 2
186 a0d3t00000kohYKAAY 0030c00002ylC8OAAU     Recycled          No Priority
187 a0dPQ000001VPb3YAG 0030c00002ylU8JAAU     Recycled           Priority 1
188 a0dPQ00000466oPYAQ 0030c00002yl2HoAAI     Recycled           Priority 2
189 a0dPQ000000BpNNYA0 0030c00002yl2PXAAY     Recycled          No Priority
190 a0dPQ000000NhKPYA0 0030c00002yl5gQAAQ     Recycled           Priority 2
191 a0dPQ000000NBkLYAW 0030c00002ym4khAAA     Recycled           Priority 2
192 a0dPQ000000EHozYAG 0030c00002ylC7aAAE     Recycled           Priority 2
193 a0dPQ000000O445YAC 0030c00002ylogxAAA     Recycled           Priority 2
194 a0dPQ000001FzllYAC 0030c00002ylogxAAA     Recycled           Priority 1
195 a0dPQ000001QsDtYAK 0030c00002ym2oPAAQ     Recycled          No Priority
196 a0dPQ000004Df9VYAS 0030c00002ymXo4AAE     Recycled      P1 - Video Demo
197 a0dPQ000005tJtZYAU 00330000001E9eVAAS     Recycled      P1 - Video Demo
198 a0dPQ000000SJJ3YAO 00330000003ywkMAAQ          SQO           Priority 2
199 a0dPQ000007hLy2YAE 0033000000CzC3gAAF     Recycled           Priority 2
200 a0dPQ000001mIEzYAM 0033000000LHDLdAAP          SQL           Priority 1
201 a0dPQ0000049nFJYAY 0033000000LWiI1AAL     Recycled      P1 - Video Demo
202 a0dPQ000004WCWnYAO 0033000000LHBNqAAP     Recycled      P1 - Contact Us
203 a0dPQ000000LPGLYA4 0033000000LztNEAAZ     Recycled           Priority 2
204 a0dPQ000000ZK0fYAG 0033000000M00hbAAB          SQO           Priority 1
205 a0dPQ000000XO6pYAG 0033000000MGWmJAAX     Recycled           Priority 2
206 a0dPQ000001MNS1YAO 0033000000MGWmJAAX     Recycled           Priority 2
207 a0dPQ0000024mjFYAQ 0033000000MHj04AAD     Recycled           Priority 1
208 a0dPQ000000KdV3YAK 0033000000MWiMwAAL     Recycled           Priority 2
209 a0dPQ000006j5hdYAA 0033000000MXuBMAA1     Recycled           Priority 2
210 a0dPQ000003gnKXYAY 0033000000MXf3jAAD     Recycled           Priority 2
211 a0dPQ00000C3gIRYAZ 0033000000Ma8NIAAZ          SQL      P1 - Contact Us
212 a0dPQ000000GS5BYAW 0033000000OhnrZAAR     Recycled           Priority 2
213 a0dPQ000004AWvZYAW 0033000000OhnrZAAR     Recycled           Priority 2
214 a0dPQ000002FDIOYA4 0033000000P8xKOAAZ     Recycled           Priority 2
215 a0dPQ000006RciTYAS 0033000000PNNVtAAP     Recycled           Priority 2
216 a0dPQ000008l2WQYAY 0033000000PNNVtAAP     Recycled           Priority 2
217 a0dPQ000002SV9NYAW 0033000000PQDxrAAH          SQO          No Priority
218 a0dPQ000000Buy9YAC 0033000000PYGBqAAP     Recycled           Priority 2
219 a0dPQ00000CYYbbYAH 0033000000PWs3SAAT     Recycled      P1 - Video Demo
220 a0dPQ000001gLHBYA2 0033000000Qmm1WAAR     Recycled           Priority 1
221 a0dPQ00000B2V9TYAV 0033000000QFazlAAD     Recycled    P1 - Webinar Demo
222 a0dPQ000000GZwHYAW 0033000000R4XYOAA3     Recycled           Priority 2
223 a0dPQ000001oaMHYAY 0033000000RFGIHAA5     Recycled           Priority 2
224 a0dPQ000009FAczYAG 0033000000RphihAAB     Recycled    P1 - Webinar Demo
225 a0dPQ00000EWpveYAD 0033000000RXbetAAD     Recycled           Priority 2
226 a0dPQ000000tUgbYAE 0033000000TBcCTAA1     Recycled           Priority 2
227 a0dPQ000000HfjVYAS 0033000000SAaTVAA1     Recycled           Priority 2
228 a0dPQ000002lLMPYA2 0033000000TTOZWAA5     Recycled           Priority 2
229 a0dPQ00000145a1YAA 0033000000UqjRkAAJ     Recycled           Priority 2
230 a0dPQ000001xeQfYAI 0033000000UqjRkAAJ     Recycled           Priority 2
231 a0dPQ000001lg85YAA 0033000000UAgyUAAT     Recycled          No Priority
232 a0dPQ000003ATv3YAG 0033000000V7kKHAAZ     Recycled           Priority 2
233 a0dPQ000000oTurYAE 0033000000VP73JAAT     Recycled           Priority 1
234 a0dPQ000004XlAjYAK 0033000000VOeucAAD     Recycled           Priority 2
235 a0dPQ000000ksVFYAY 0033000000WjMyiAAF     Recycled           Priority 1
236 a0dPQ000000C9kHYAS 0033000000XGyJRAA1     Recycled           Priority 2
237 a0dPQ000000QFJZYA4 0033000000YLxjcAAD     Recycled           Priority 2
238 a0dPQ000003fYIXYA2 0033000000YrhCmAAJ     Recycled           Priority 2
239 a0dPQ0000023wG2YAI 0033000000YssfjAAB     Recycled           Priority 2
240 a0dPQ000000NjZ7YAK 0033000000ZNZmWAAX     Recycled           Priority 2
241 a0dPQ000003gEuUYAU 0033000000aIt1wAAC     Recycled           Priority 2
242 a0dPQ000001IGKHYA4 0033000000YsqRWAAZ     Recycled          No Priority
243 a0d3t00000kntH5AAI 0033000000dKmp3AAC     Recycled          No Priority
244 a0dPQ000002e09pYAA 0033000000dKmucAAC     Recycled          No Priority
245 a0dPQ000005RIu1YAG 0033000000e0NkbAAE     Recycled           Priority 2
246 a0dPQ000000LtntYAC 0033000000fISxZAAW     Recycled          No Priority
247 a0dPQ000004F5t7YAC 0033000000aJuNkAAK      Exclude          No Priority
248 a0dPQ000005uGvFYAU 0033000000e16qBAAQ     Recycled           Priority 2
249 a0dPQ00000BHNjZYAX 0033000000mwvGiAAI     Recycled      P1 - Contact Us
250 a0dPQ0000023GALYA2 0033000000mxhV9AAI     Recycled           Priority 2
251 a0dPQ000001IHTFYA4 0033000000kMHSGAA4     Recycled           Priority 2
252 a0dPQ000001QtebYAC 0033000000v6i65AAA     Recycled           Priority 1
253 a0dPQ000004a2x3YAA 0033000000qKsKfAAK     Recycled      P1 - Contact Us
254 a0dPQ000002T2mrYAC 0033000000v8O8uAAE          SQL      P1 - Video Demo
255 a0dPQ000000EgnNYAS 0033000000xu6lpAAA     Recycled           Priority 2
256 a0dPQ000000D8xRYAS 00330000016fRMDAA2     Recycled           Priority 2
257 a0dPQ000000BqjGYAS 0033000000xvpPhAAI     Recycled           Priority 2
258 a0dPQ000000T1n7YAC 0033000000xvpPhAAI          SQL           Priority 2
259 a0dPQ000000ycaHYAQ 0033000001D44prAAB     Recycled           Priority 1
260 a0dPQ000005fRJAYA2 0033000001D4z1rAAB          SQL           Priority 2
261 a0d3t00000komSGAAY 00330000012lLwwAAE     Recycled           Priority 2
262 a0dPQ000000BnwgYAC 00330000018cyYEAAY     Recycled           Priority 2
263 a0dPQ000000Ne9dYAC 00330000018cyYEAAY     Recycled           Priority 2
    acct_territory_rollup acct_tier_rollup      solution solution_rollup
1                Americas           Medium            Mx              Mx
2                    EMEA           Medium            Qx              Qx
3                    EMEA            Small            Qx              Qx
4                    EMEA            Small            Qx              Qx
5                Americas            Small            Mx              Mx
6                Americas           Medium            Mx              Mx
7                    EMEA            Large            Qx              Qx
8                Americas           Medium      Logbooks              Mx
9                Americas           Medium            Qx              Qx
10         APAC & Oceania            Small            Ax              Qx
11               Americas           Medium            Qx              Qx
12               Americas           Medium            Qx              Qx
13               Americas            Small            Qx              Qx
14               Americas            Small            Qx              Qx
15               Americas           Medium      Logbooks              Mx
16               Americas           Medium      Logbooks              Mx
17                   EMEA           Medium            Qx              Qx
18                   EMEA           Medium            Qx              Qx
19                   EMEA           Medium            Qx              Qx
20                   EMEA           Medium            Qx              Qx
21                   EMEA           Medium            Qx              Qx
22               Americas           Medium            Qx              Qx
23               Americas           Medium       Quality              Qx
24               Americas           Medium            Qx              Qx
25               Americas            Large      Platform              Qx
26               Americas            Small            Qx              Qx
27               Americas           Medium            Mx              Mx
28               Americas            Small      Platform              Qx
29                   EMEA            Small            Qx              Qx
30                   EMEA           Medium            Qx              Qx
31                   EMEA           Medium            Qx              Qx
32               Americas            Large            Qx              Qx
33         APAC & Oceania            Large            Qx              Qx
34               Americas           Medium            Qx              Qx
35               Americas           Medium            Mx              Mx
36               Americas           Medium            Mx              Mx
37               Americas           Medium            Qx              Qx
38                   EMEA           Medium      Platform              Qx
39                   EMEA           Medium            Qx              Qx
40                   EMEA           Medium Manufacturing              Mx
41                   EMEA           Medium            Qx              Qx
42               Americas           Medium            Qx              Qx
43         APAC & Oceania           Medium            Qx              Qx
44               Americas            Small       Quality              Qx
45               Americas            Small            Qx              Qx
46               Americas           Medium      Low Info              Qx
47                   EMEA           Medium            Mx              Mx
48         APAC & Oceania           Medium            Mx              Mx
49               Americas           Medium      Low Info              Qx
50               Americas            Small      Platform              Qx
51                  Japan           Medium            Mx              Mx
52                   EMEA           Medium            Mx              Mx
53         APAC & Oceania            Small            Mx              Mx
54                   EMEA           Medium            Qx              Qx
55         APAC & Oceania           Medium            Mx              Mx
56               Americas           Medium            Qx              Qx
57               Americas           Medium      Low Info              Qx
58               Americas           Medium            Qx              Qx
59               Americas           Medium      Low Info              Qx
60                   EMEA            Small      Low Info              Qx
61               Americas           Medium            Qx              Qx
62                   EMEA           Medium            Qx              Qx
63               Americas           Medium            Mx              Mx
64               Americas           Medium            Mx              Mx
65               Americas           Medium            Mx              Mx
66               Americas           Medium            Mx              Mx
67               Americas           Medium            Qx              Qx
68               Americas           Medium       Quality              Qx
69               Americas           Medium            Mx              Mx
70               Americas           Medium            Qx              Qx
71               Americas            Large       Quality              Qx
72               Americas           Medium            Mx              Mx
73                   EMEA           Medium       Quality              Qx
74               Americas            Large            Mx              Mx
75               Americas           Medium            Qx              Qx
76               Americas           Medium            Qx              Qx
77               Americas           Medium            Qx              Qx
78                   EMEA           Medium            Qx              Qx
79               Americas           Medium            Qx              Qx
80                   EMEA            Large            Qx              Qx
81                   EMEA            Large            Qx              Qx
82               Americas           Medium       Quality              Qx
83                   EMEA           Medium            Qx              Qx
84               Americas           Medium            Qx              Qx
85                   EMEA            Small      Low Info              Qx
86               Americas            Small            Qx              Qx
87               Americas           Medium            Qx              Qx
88               Americas            Large            Qx              Qx
89               Americas           Medium       Quality              Qx
90               Americas           Medium      Low Info              Qx
91               Americas           Medium            Qx              Qx
92               Americas           Medium            Qx              Qx
93               Americas            Small      Low Info              Qx
94               Americas            Large            Mx              Mx
95               Americas            Large            Qx              Qx
96               Americas           Medium            Mx              Mx
97                   EMEA           Medium            Qx              Qx
98               Americas           Medium            Qx              Qx
99               Americas           Medium            Mx              Mx
100        APAC & Oceania           Medium            Mx              Mx
101        APAC & Oceania           Medium            Qx              Qx
102        APAC & Oceania            Large            Qx              Qx
103                  EMEA           Medium      Platform              Qx
104              Americas           Medium            Qx              Qx
105              Americas            Large            Qx              Qx
106              Americas           Medium      Logbooks              Mx
107              Americas            Small            Qx              Qx
108                  EMEA            Small            Mx              Mx
109              Americas           Medium            Qx              Qx
110              Americas           Medium            Mx              Mx
111              Americas           Medium            Mx              Mx
112              Americas            Large            Qx              Qx
113              Americas           Medium      Platform              Qx
114              Low Info         Low Info      Logbooks              Mx
115                  EMEA            Small            Qx              Qx
116                  EMEA            Small            Qx              Qx
117              Americas            Small            Mx              Mx
118                  EMEA           Medium            Qx              Qx
119              Americas           Medium            Qx              Qx
120              Americas           Medium Manufacturing              Mx
121              Americas           Medium            Qx              Qx
122              Americas           Medium      Platform              Qx
123              Americas           Medium            Qx              Qx
124              Americas           Medium            Qx              Qx
125              Americas           Medium            Mx              Mx
126                  EMEA            Small            Qx              Qx
127              Americas           Medium            Qx              Qx
128              Americas            Large            Qx              Qx
129              Americas           Medium            Qx              Qx
130                  EMEA           Medium            Qx              Qx
131                  EMEA           Medium            Qx              Qx
132              Americas           Medium            Qx              Qx
133                  EMEA           Medium       Quality              Qx
134                  EMEA           Medium       Quality              Qx
135              Americas            Small            Qx              Qx
136              Americas            Large      Logbooks              Mx
137              Americas           Medium            Mx              Mx
138              Americas           Medium            Qx              Qx
139              Americas           Medium      Platform              Qx
140        APAC & Oceania           Medium            Qx              Qx
141              Americas           Medium            Mx              Mx
142              Americas            Large            Mx              Mx
143              Americas           Medium       Quality              Qx
144              Americas           Medium      Low Info              Qx
145              Americas           Medium      Low Info              Qx
146              Americas           Medium            Qx              Qx
147              Americas           Medium            Qx              Qx
148              Americas           Medium            Qx              Qx
149              Americas           Medium            Mx              Mx
150        APAC & Oceania            Large            Mx              Mx
151                  EMEA            Small            Qx              Qx
152                  EMEA           Medium      Low Info              Qx
153                  EMEA            Large            Qx              Qx
154              Americas           Medium            Qx              Qx
155              Americas           Medium            Qx              Qx
156              Americas           Medium            Qx              Qx
157              Americas            Large      Logbooks              Mx
158              Americas            Small            Mx              Mx
159              Americas            Small            Qx              Qx
160              Americas           Medium            Qx              Qx
161              Americas            Large            Qx              Qx
162                  EMEA            Small            Qx              Qx
163              Americas            Small            Qx              Qx
164              Americas            Small            Qx              Qx
165              Americas            Small            Mx              Mx
166              Americas            Small            Qx              Qx
167              Americas           Medium            Mx              Mx
168              Americas           Medium            Mx              Mx
169                  EMEA            Small            Qx              Qx
170              Americas            Small            Mx              Mx
171              Americas            Small       Quality              Qx
172              Americas            Small            Qx              Qx
173              Americas           Medium            Mx              Mx
174              Americas           Medium            Mx              Mx
175              Americas            Small      Low Info              Qx
176              Americas           Medium            Qx              Qx
177              Americas           Medium            Qx              Qx
178              Americas            Large            Qx              Qx
179              Americas           Medium            Mx              Mx
180              Americas            Small            Qx              Qx
181              Americas            Small            Qx              Qx
182              Americas           Medium            Mx              Mx
183              Americas            Small            Qx              Qx
184              Americas           Medium       Quality              Qx
185              Americas           Medium            Qx              Qx
186              Americas           Medium            Qx              Qx
187              Americas           Medium            Qx              Qx
188              Americas           Medium      Logbooks              Mx
189              Americas           Medium            Qx              Qx
190              Americas           Medium       Quality              Qx
191        APAC & Oceania           Medium       Quality              Qx
192              Americas           Medium Manufacturing              Mx
193                  EMEA           Medium            Qx              Qx
194                  EMEA           Medium       Quality              Qx
195              Americas           Medium      Platform              Qx
196              Americas           Medium            Qx              Qx
197              Americas           Medium            Qx              Qx
198              Americas           Medium       Quality              Qx
199              Americas            Small            Qx              Qx
200              Americas           Medium            Qx              Qx
201              Americas           Medium            Qx              Qx
202              Americas            Large      Low Info              Qx
203              Americas            Small            Qx              Qx
204              Americas           Medium            Mx              Mx
205                  EMEA           Medium       Quality              Qx
206                  EMEA           Medium       Quality              Qx
207              Americas           Medium            Qx              Qx
208              Americas            Small Manufacturing              Mx
209        APAC & Oceania           Medium            Mx              Mx
210              Americas           Medium            Mx              Mx
211              Americas           Medium            Mx              Mx
212        APAC & Oceania            Large      Platform              Qx
213        APAC & Oceania            Large      Logbooks              Mx
214              Americas            Small            Mx              Mx
215        APAC & Oceania           Medium            Mx              Mx
216        APAC & Oceania           Medium            Mx              Mx
217              Americas           Medium            Mx              Mx
218              Americas            Large            Qx              Qx
219              Americas           Medium            Qx              Qx
220              Americas            Large            Mx              Mx
221              Americas           Medium            Mx              Mx
222              Americas           Medium            Qx              Qx
223              Americas            Large            Qx              Qx
224              Americas           Medium            Qx              Qx
225              Americas            Small            Qx              Qx
226              Americas           Medium      Platform              Qx
227                  EMEA            Large            Qx              Qx
228              Americas            Small            Qx              Qx
229              Americas           Medium            Qx              Qx
230              Americas           Medium            Qx              Qx
231              Americas            Small      Low Info              Qx
232              Americas            Small            Qx              Qx
233              Americas            Small            Qx              Qx
234              Americas           Medium      Platform              Qx
235              Americas            Small            Qx              Qx
236                  EMEA            Small            Qx              Qx
237              Americas           Medium            Mx              Mx
238              Americas           Medium            Qx              Qx
239              Americas           Medium            Mx              Mx
240              Americas           Medium            Qx              Qx
241              Americas            Large            Qx              Qx
242              Americas           Medium      Low Info              Qx
243              Americas           Medium            Qx              Qx
244              Americas            Large      Low Info              Qx
245              Americas           Medium      Platform              Qx
246                  EMEA           Medium Manufacturing              Mx
247              Americas            Large      Low Info              Qx
248        APAC & Oceania           Medium            Qx              Qx
249              Americas            Small            Qx              Qx
250        APAC & Oceania           Medium            Mx              Mx
251                  EMEA            Large            Qx              Qx
252              Americas           Medium       Quality              Qx
253              Americas            Small Manufacturing              Mx
254              Americas            Small            Qx              Qx
255              Americas           Medium            Qx              Qx
256              Americas            Small            Qx              Qx
257              Americas            Small            Qx              Qx
258              Americas            Small            Qx              Qx
259              Americas            Large      Low Info              Qx
260              Americas           Medium            Mx              Mx
261              Americas            Other            Qx              Qx
262              Americas            Large            Qx              Qx
263              Americas            Large            Qx              Qx
    last_tactic_campaign_channel qal_cohort_date site_lowinfo mfg_lowinfo
1                     Online Ads      2025-06-16        FALSE       FALSE
2           Outbound Prospecting      2025-09-19        FALSE       FALSE
3                          Email      2024-02-22        FALSE       FALSE
4                          Email      2025-09-26        FALSE       FALSE
5                          Email      2025-06-19        FALSE       FALSE
6                            SEO      2025-11-13        FALSE       FALSE
7                          Email      2024-02-15        FALSE       FALSE
8            External Demand Gen      2025-04-29        FALSE       FALSE
9                          Email      2024-01-25        FALSE       FALSE
10                     Referrals      2025-06-27        FALSE       FALSE
11                         Email      2024-04-11        FALSE       FALSE
12                         Email      2024-07-18        FALSE       FALSE
13                    Online Ads      2024-09-23        FALSE       FALSE
14           External Demand Gen      2025-09-26         TRUE       FALSE
15                         Email      2025-04-07        FALSE       FALSE
16                         Email      2025-04-28        FALSE       FALSE
17                         Email      2024-09-23        FALSE       FALSE
18                         Email      2024-02-22        FALSE       FALSE
19                           SEO      2024-07-17        FALSE       FALSE
20                         Email      2024-08-16        FALSE       FALSE
21                         Email      2024-02-15        FALSE       FALSE
22                         Email      2024-01-17        FALSE       FALSE
23                         Email      2024-02-22        FALSE       FALSE
24                    Online Ads      2025-01-09        FALSE       FALSE
25                           SEO      2025-10-07        FALSE       FALSE
26                         Email      2024-02-07        FALSE       FALSE
27                         Email      2025-04-22         TRUE       FALSE
28                         Email      2024-08-12        FALSE       FALSE
29                         Email      2025-05-22        FALSE       FALSE
30                         Email      2024-02-15        FALSE       FALSE
31                         Email      2024-11-14        FALSE       FALSE
32                         Email      2025-03-11        FALSE       FALSE
33                         Email      2025-10-23        FALSE       FALSE
34             Directory Listing      2024-06-27        FALSE       FALSE
35           External Demand Gen      2024-08-29        FALSE       FALSE
36                         Email      2025-05-27        FALSE       FALSE
37                    Online Ads      2024-04-16        FALSE       FALSE
38                         Email      2024-08-16        FALSE       FALSE
39                         Email      2024-02-22        FALSE       FALSE
40                         Email      2025-01-24        FALSE       FALSE
41                         Email      2025-05-15        FALSE       FALSE
42           External Demand Gen      2025-05-28        FALSE       FALSE
43                    Online Ads      2024-05-20         TRUE       FALSE
44                         Email      2025-08-21        FALSE       FALSE
45                         Email      2025-09-26        FALSE       FALSE
46                         Email      2024-02-16        FALSE       FALSE
47                         Email      2025-05-27        FALSE       FALSE
48           External Demand Gen      2025-01-16        FALSE       FALSE
49                Direct/Inbound      2024-07-30         TRUE        TRUE
50          Outbound Prospecting      2024-08-08        FALSE       FALSE
51                         Email      2025-03-14        FALSE       FALSE
52           External Demand Gen      2024-11-15        FALSE       FALSE
53                         Email      2024-01-25        FALSE       FALSE
54                         Email      2024-09-18        FALSE       FALSE
55                         Email      2024-02-08        FALSE       FALSE
56                    Online Ads      2025-05-05        FALSE       FALSE
57                           SEO      2025-02-20        FALSE       FALSE
58                         Email      2024-01-25        FALSE       FALSE
59                     Referrals      2024-10-18         TRUE       FALSE
60          Outbound Prospecting      2024-02-27        FALSE       FALSE
61                           SEO      2024-06-14        FALSE       FALSE
62                Direct/Inbound      2024-05-22        FALSE       FALSE
63                         Email      2024-03-29        FALSE       FALSE
64                         Email      2025-03-03        FALSE       FALSE
65                         Email      2025-05-27        FALSE       FALSE
66           External Demand Gen      2025-06-17        FALSE       FALSE
67           External Demand Gen      2024-06-24        FALSE       FALSE
68                     Referrals      2025-10-07        FALSE       FALSE
69                        Events      2024-08-27        FALSE       FALSE
70                    Online Ads      2024-09-30        FALSE       FALSE
71                Direct/Inbound      2024-06-07        FALSE        TRUE
72             Directory Listing      2024-10-28        FALSE       FALSE
73                         Email      2024-01-31        FALSE       FALSE
74                Direct/Inbound      2024-08-27        FALSE       FALSE
75                         Email      2024-01-22        FALSE       FALSE
76                    Online Ads      2024-05-06         TRUE       FALSE
77                         Email      2025-06-26         TRUE       FALSE
78                         Email      2025-06-26        FALSE       FALSE
79                         Email      2024-02-22        FALSE       FALSE
80                         Email      2025-06-30        FALSE       FALSE
81                         Email      2025-09-03        FALSE       FALSE
82                Direct/Inbound      2024-02-29         TRUE        TRUE
83                    Online Ads      2025-11-17        FALSE       FALSE
84             Directory Listing      2025-02-04         TRUE       FALSE
85                Direct/Inbound      2024-08-14        FALSE       FALSE
86                         Email      2024-02-22        FALSE       FALSE
87           External Demand Gen      2024-08-21        FALSE       FALSE
88                         Email      2024-02-15        FALSE       FALSE
89                         Email      2024-01-31        FALSE       FALSE
90          Outbound Prospecting      2025-11-11        FALSE       FALSE
91                         Email      2024-09-18        FALSE       FALSE
92                         Email      2024-12-10        FALSE       FALSE
93                     Referrals      2024-10-18        FALSE       FALSE
94                         Email      2024-03-21        FALSE       FALSE
95                         Email      2024-04-24        FALSE       FALSE
96                         Email      2024-07-17        FALSE       FALSE
97                    Online Ads      2024-02-12         TRUE       FALSE
98                    Online Ads      2024-07-31        FALSE       FALSE
99           External Demand Gen      2025-06-17         TRUE       FALSE
100                        Email      2025-08-28        FALSE       FALSE
101                        Email      2025-11-11        FALSE       FALSE
102            Directory Listing      2024-06-04        FALSE       FALSE
103                        Email      2024-10-24        FALSE       FALSE
104                        Email      2024-12-10         TRUE       FALSE
105                          SEO      2024-05-24        FALSE       FALSE
106          External Demand Gen      2025-04-28        FALSE       FALSE
107                   Online Ads      2025-07-14        FALSE       FALSE
108                        Email      2025-06-18        FALSE       FALSE
109                        Email      2025-02-20        FALSE       FALSE
110                        Email      2025-06-19        FALSE       FALSE
111                        Email      2025-10-02        FALSE       FALSE
112                        Email      2024-02-22         TRUE       FALSE
113                          SEO      2024-08-22        FALSE       FALSE
114                        Email      2024-05-14         TRUE        TRUE
115          External Demand Gen      2024-02-22        FALSE       FALSE
116                          SEO      2024-11-29        FALSE       FALSE
117                   Online Ads      2024-02-01        FALSE       FALSE
118          External Demand Gen      2024-07-11        FALSE       FALSE
119                   Online Ads      2024-01-18        FALSE       FALSE
120               Direct/Inbound      2025-08-25        FALSE       FALSE
121                        Email      2024-01-25         TRUE        TRUE
122                        Email      2024-04-05         TRUE        TRUE
123                        Email      2025-05-15         TRUE        TRUE
124          External Demand Gen      2025-09-26         TRUE        TRUE
125                          SEO      2024-07-03        FALSE       FALSE
126                   Online Ads      2024-10-21         TRUE       FALSE
127                        Email      2024-01-18         TRUE        TRUE
128                   Online Ads      2024-01-22        FALSE       FALSE
129                   Online Ads      2024-01-17        FALSE       FALSE
130                        Email      2024-01-15        FALSE       FALSE
131                   Online Ads      2024-01-29        FALSE       FALSE
132                        Email      2024-01-26        FALSE       FALSE
133                        Email      2024-08-01        FALSE       FALSE
134                        Email      2024-11-26        FALSE       FALSE
135                        Email      2024-01-12        FALSE       FALSE
136          External Demand Gen      2025-04-28        FALSE       FALSE
137          External Demand Gen      2025-06-20        FALSE       FALSE
138               Direct/Inbound      2025-09-09        FALSE       FALSE
139                          SEO      2025-04-14        FALSE       FALSE
140                        Email      2025-06-30        FALSE       FALSE
141                        Email      2024-02-22         TRUE       FALSE
142               Direct/Inbound      2025-06-19        FALSE       FALSE
143                        Email      2024-02-21         TRUE        TRUE
144                          SEO      2024-01-09        FALSE       FALSE
145                        Email      2024-02-15         TRUE        TRUE
146                          SEO      2025-04-16        FALSE       FALSE
147                          SEO      2025-04-11        FALSE       FALSE
148               Direct/Inbound      2024-08-08        FALSE       FALSE
149                        Email      2024-02-20        FALSE        TRUE
150          External Demand Gen      2024-12-16        FALSE       FALSE
151                   Online Ads      2025-08-18        FALSE       FALSE
152                     Low Info      2025-02-20         TRUE       FALSE
153          External Demand Gen      2024-08-22        FALSE       FALSE
154               Direct/Inbound      2024-09-06        FALSE       FALSE
155                   Online Ads      2025-05-15        FALSE       FALSE
156                        Email      2025-10-07        FALSE       FALSE
157          External Demand Gen      2025-04-28        FALSE       FALSE
158                          SEO      2024-10-30        FALSE       FALSE
159                        Email      2024-03-28        FALSE        TRUE
160                        Email      2025-02-04        FALSE        TRUE
161            Directory Listing      2025-01-28        FALSE       FALSE
162                        Email      2024-02-01        FALSE       FALSE
163                        Email      2024-02-13         TRUE        TRUE
164          External Demand Gen      2024-12-18         TRUE        TRUE
165         Outbound Prospecting      2025-04-01         TRUE        TRUE
166          External Demand Gen      2025-09-26         TRUE        TRUE
167                        Email      2024-07-17        FALSE       FALSE
168          External Demand Gen      2025-06-17        FALSE       FALSE
169                          SEO      2025-01-14        FALSE        TRUE
170                   Online Ads      2024-06-10        FALSE       FALSE
171                        Email      2024-10-15        FALSE       FALSE
172                        Email      2024-11-15        FALSE       FALSE
173                   Online Ads      2025-03-17        FALSE       FALSE
174                   Online Ads      2025-05-30        FALSE       FALSE
175         Outbound Prospecting      2025-08-28        FALSE       FALSE
176                   Online Ads      2025-07-22        FALSE       FALSE
177                        Email      2025-02-20        FALSE       FALSE
178          External Demand Gen      2024-11-11        FALSE       FALSE
179                        Email      2024-04-15        FALSE       FALSE
180                        Email      2024-07-18         TRUE       FALSE
181                        Email      2024-12-10         TRUE       FALSE
182          External Demand Gen      2025-06-24        FALSE       FALSE
183                   Online Ads      2026-01-02        FALSE       FALSE
184         Outbound Prospecting      2025-05-01        FALSE       FALSE
185                        Email      2024-10-18        FALSE        TRUE
186          External Demand Gen      2024-01-18        FALSE       FALSE
187          External Demand Gen      2024-08-21        FALSE       FALSE
188                        Email      2025-04-04        FALSE       FALSE
189          External Demand Gen      2024-01-25        FALSE       FALSE
190                        Email      2024-02-22        FALSE       FALSE
191                        Email      2024-02-21        FALSE        TRUE
192                        Email      2024-01-31        FALSE       FALSE
193                        Email      2024-02-23        FALSE       FALSE
194                        Email      2024-07-18        FALSE       FALSE
195         Outbound Prospecting      2024-08-12        FALSE       FALSE
196               Direct/Inbound      2025-04-16        FALSE       FALSE
197                   Online Ads      2025-06-25         TRUE       FALSE
198               Direct/Inbound      2024-03-04        FALSE       FALSE
199                   Online Ads      2025-08-14        FALSE       FALSE
200                          SEO      2024-09-25         TRUE       FALSE
201                          SEO      2025-04-10        FALSE       FALSE
202                          SEO      2025-05-15        FALSE       FALSE
203                        Email      2024-02-16        FALSE       FALSE
204          External Demand Gen      2024-03-22         TRUE       FALSE
205               Direct/Inbound      2024-03-18         TRUE        TRUE
206                        Email      2024-08-02         TRUE        TRUE
207                          SEO      2024-10-25         TRUE       FALSE
208               Direct/Inbound      2024-02-15        FALSE       FALSE
209          External Demand Gen      2025-07-18        FALSE       FALSE
210          External Demand Gen      2025-02-25        FALSE       FALSE
211            Directory Listing      2025-11-10        FALSE       FALSE
212               Direct/Inbound      2024-02-06        FALSE       FALSE
213          External Demand Gen      2025-04-11        FALSE       FALSE
214                        Email      2024-11-12        FALSE       FALSE
215          External Demand Gen      2025-07-10        FALSE       FALSE
216                        Email      2025-09-14        FALSE       FALSE
217         Outbound Prospecting      2024-12-05        FALSE       FALSE
218                   Online Ads      2024-01-25        FALSE       FALSE
219                   Online Ads      2025-11-14         TRUE       FALSE
220                   Online Ads      2024-09-12         TRUE       FALSE
221                        Email      2025-10-29        FALSE       FALSE
222                   Online Ads      2024-02-06         TRUE       FALSE
223                        Email      2024-09-30        FALSE       FALSE
224          External Demand Gen      2025-09-26         TRUE        TRUE
225                        Email      2025-12-11        FALSE       FALSE
226                          SEO      2024-05-20        FALSE       FALSE
227          External Demand Gen      2024-02-08        FALSE       FALSE
228            Directory Listing      2025-01-15        FALSE       FALSE
229                        Email      2024-06-18         TRUE        TRUE
230                        Email      2024-10-10         TRUE        TRUE
231         Outbound Prospecting      2024-09-24        FALSE       FALSE
232                        Email      2025-02-04        FALSE       FALSE
233                   Online Ads      2024-05-06        FALSE       FALSE
234                          SEO      2025-05-19        FALSE       FALSE
235                   Online Ads      2024-04-25        FALSE       FALSE
236                        Email      2024-01-26        FALSE       FALSE
237               Direct/Inbound      2024-02-27         TRUE        TRUE
238                        Email      2025-02-25        FALSE       FALSE
239                        Email      2024-10-23         TRUE       FALSE
240                        Email      2024-02-22        FALSE       FALSE
241                        Email      2025-02-25        FALSE       FALSE
242                   Online Ads      2024-07-24        FALSE       FALSE
243                   Online Ads      2024-01-09        FALSE       FALSE
244         Outbound Prospecting      2025-01-02        FALSE       FALSE
245                        Email      2025-06-13        FALSE       FALSE
246               Direct/Inbound      2024-02-19         TRUE        TRUE
247                     Low Info      2025-04-18         TRUE       FALSE
248               Direct/Inbound      2025-06-26        FALSE       FALSE
249                   Online Ads      2025-11-03        FALSE        TRUE
250                        Email      2024-10-23        FALSE       FALSE
251               Direct/Inbound      2024-07-24        FALSE       FALSE
252                          SEO      2024-08-12         TRUE        TRUE
253               Direct/Inbound      2025-05-20         TRUE       FALSE
254                   Online Ads      2024-12-06        FALSE        TRUE
255                   Online Ads      2024-02-01        FALSE       FALSE
256                        Email      2024-01-29         TRUE        TRUE
257                        Email      2024-01-25        FALSE       FALSE
258               Direct/Inbound      2024-03-06        FALSE       FALSE
259                          SEO      2024-06-04        FALSE       FALSE
260                        Email      2025-06-19        FALSE       FALSE
261                        Email      2024-01-19         TRUE        TRUE
262                        Email      2024-01-25        FALSE       FALSE
263                        Email      2024-02-22        FALSE       FALSE
    title_lowinfo site_or_mfg_lowinfo quality assurance manager vp affairs
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    qualified person associate director senior systems production medical
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    research development chief executive officer plant supervisor manufacturing
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    science gmp auditor regional service scientific system lab european
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    eqms environmental principle sales business applications corporate dgm
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    strategy lead advisor review operational centre monitoring section
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    raqa diagnostics industrial market designer deputy inspector planning
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    organizational architect anz human resources analytics digital asia
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    next_stage_target
1                   1
2                   0
3                   0
4                   0
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6                   1
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9                   0
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64                  0
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66                  0
67                  0
68                  1
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139                 1
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149                 0
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170                 1
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184                 1
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194                 0
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204                 1
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220                 0
221                 0
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262                 0
263                 0
 [ reached 'max' / getOption("max.print") -- omitted 16069 rows ]

Interpretation (Clean Dataset checks)

  • Shape: The full dataset (leads) contains 16,815 rows and 14 columns.
    For modeling, we drop rows with missing outcome (next_stage_c), resulting in 16,332 rows.
    After applying the recipe, the cleaned modeling dataset keeps all 16,332 rows and increases to 3379 columns because we added 4 flags for low information and 361 for word occurrences :
    site_lowinfo, mfg_lowinfo, title_lowinfo, site_or_mfg_lowinfo.
    When converting the target variable next_stage_c to binary (1,0), the error of duplicate column names was returned. We checked which columns we duplicated, ‘solution’ was the duplicated column, and then removed it. Then we continued with turning the target variable into binary and it worked successfully.

  • Missing values after recipe (colSums(is.na())):

    • acct_primary_site_function, acct_manufacturing_model, contact_lead_title now have 0 NA because NAs + placeholder values were standardized and replaced with the factor level “Low Info”.
    • next_stage_c has 0 NA in the cleaned modeling dataset because rows with missing outcomes were removed before the recipe (filter(!is.na(next_stage_c))).
    • contact_lead_id still has 2 NA (ID column kept as-is and not imputed).
  • Low-info flag (table(site_or_mfg_lowinfo)):

    • FALSE = 7,859: both site + manufacturing enrichment are present (not “Low Info”)
    • TRUE = 8,473: at least one of site or manufacturing is “Low Info”

Key takeaway: After restricting to leads with known outcomes, low-enrichment (“Low Info”) values remain very common and should be treated as signal rather than noise. We standardize missing/placeholder values into a consistent “Low Info” category for categorical predictors and create indicator flags (e.g., site_or_mfg_lowinfo, title_lowinfo) so downstream models can learn the relationship between enrichment quality and lead progression.

Clustering EDA

Clustering reveals multi-dimensional lead segments that simple cross-tabulations cannot surface. Where a bar chart shows one variable at a time (e.g., industry vs. conversion), clustering operates across all dimensions simultaneously — discovering combinations like “Small tier + EMEA + Medical Device + SEO channel” that form coherent, high-converting archetypes invisible in univariate analysis.

We perform four clustering analyses, each targeting a different question:

  1. Account Profile Clustering — What natural account archetypes exist, and how do they convert?
  2. Title-Based Role Clustering — Can we collapse 361 title word indicators into interpretable role families?
  3. MX-Specific Lead Profile Clustering — What distinct Mx lead profiles exist, ranked by conversion?
  4. Success Profile (ICP) Discovery — What do winning Mx leads look like?

Shared Setup: Create Success Variable and Site Function Groupings

# Set up cache directory for expensive clustering computations
cache_dir <- "EDA-Master-Control_cache/clustering"
dir.create(cache_dir, recursive = TRUE, showWarnings = FALSE)

# Fix duplicate column names from cbind() of one-hot encoded title words
# (cbind can produce duplicates if any title word matches an existing column)
dup_cols <- duplicated(names(leads_cleaned_only))
if (any(dup_cols)) {
  cat("Removing", sum(dup_cols), "duplicate columns\n")
  leads_cleaned_only <- leads_cleaned_only[, !dup_cols]
}
Removing 1 duplicate columns
# Create binary success variable on the cleaned dataset
leads_clustered <- leads_cleaned_only %>%
  mutate(
    success = if_else(next_stage_c %in% c("SQL", "SQO", "Won"), 1, 0),
    # Group 78+ site function levels into 5 categories
    # (based on case_description.txt suggested groupings)
    site_function_group = case_when(
      acct_primary_site_function %in% c(
        "Oral solid dosage (OSD)", "Sterile injectables",
        "Small-molecule API", "Biologic API",
        "Cell therapies (CAR-T, NK)", "Generics manufacturing",
        "Drug discovery & development", "Nutraceutical manufacturing"
      ) ~ "Active Pharma Mfg",
      acct_primary_site_function %in% c(
        "Implantable devices", "In-vitro diagnostic (IVD) kits",
        "Diagnostic Equipment", "Surgical instruments",
        "Single-use disposables"
      ) ~ "Med Device Mfg",
      acct_primary_site_function %in% c(
        "Non-manufacturing organization", "Low Info"
      ) ~ "Non-Mfg / Low Info",
      acct_primary_site_function %in% c(
        "Food and beverage", "Cosmetics manufacturing",
        "Specialty Chemical Manufacturing", "Secondary packaging",
        "Lab Instruments"
      ) ~ "Other Mfg",
      TRUE ~ "Other Mfg"
    ),
    site_function_group = factor(site_function_group)
  )

Analysis 1: Account Profile Clustering (Gower + PAM)

We cluster all leads on account-level categorical features to discover natural account archetypes. PAM (Partitioning Around Medoids) with Gower distance is ideal for purely categorical data — medoids are real data points, making clusters directly interpretable.

Prepare Features

acct_df <- leads_clustered %>%
  select(acct_target_industry, acct_manufacturing_model,
         site_function_group, acct_tier_rollup,
         acct_territory_rollup, site_or_mfg_lowinfo) %>%
  mutate(across(everything(), as.factor))

dim(acct_df)
[1] 16332     6

Compute Gower Distance and Optimal k

set.seed(42)

cache_file <- file.path(cache_dir, "gower_acct.rds")
if (file.exists(cache_file)) {
  cached <- readRDS(cache_file)
  gower_dist <- cached$gower_dist
  sil_widths <- cached$sil_widths
  cat("Loaded gower_dist and sil_widths from cache\n")
} else {
  # Gower distance handles mixed/categorical data natively
  gower_dist <- daisy(acct_df, metric = "gower")

  # Search for optimal k via silhouette width
  sil_widths <- sapply(2:10, function(k) {
    pam_fit <- pam(gower_dist, k = k, diss = TRUE)
    pam_fit$silinfo$avg.width
  })

  saveRDS(list(gower_dist = gower_dist, sil_widths = sil_widths), cache_file)
  cat("Computed and cached gower_dist and sil_widths\n")
}
Loaded gower_dist and sil_widths from cache
sil_df <- data.frame(k = 2:10, avg_silhouette = sil_widths)

ggplot(sil_df, aes(x = k, y = avg_silhouette)) +
  geom_line() +
  geom_point(size = 2) +
  geom_point(data = sil_df %>% filter(avg_silhouette == max(avg_silhouette)),
             color = "red", size = 4) +
  labs(title = "Account Clustering: Optimal k by Silhouette Width",
       x = "Number of Clusters (k)", y = "Average Silhouette Width") +
  theme_minimal()

best_k_acct <- sil_df$k[which.max(sil_df$avg_silhouette)]
cat("Optimal k:", best_k_acct, "with avg silhouette:", max(sil_df$avg_silhouette))
Optimal k: 2 with avg silhouette: 0.4302417

The graph shows how good the different number of clusters are. The higher the silhouette the better separation between groups. The optimal k clusters in this plot is 2 with a silhouette score of ~.43. This means that the data is not perfectly separated but reasonably strong grouping because the data naturally splits into 2 main groups/clusters, and using 2 clusters gives separation without too much overlap.

Fit Final PAM Model

cache_file <- file.path(cache_dir, "pam_acct.rds")
if (file.exists(cache_file)) {
  pam_acct <- readRDS(cache_file)
  cat("Loaded pam_acct from cache\n")
} else {
  pam_acct <- pam(gower_dist, k = best_k_acct, diss = TRUE)
  saveRDS(pam_acct, cache_file)
  cat("Computed and cached pam_acct\n")
}
Loaded pam_acct from cache
# Append cluster labels
leads_clustered$account_cluster <- factor(pam_acct$clustering)

# Silhouette plot
fviz_silhouette(pam_acct) +
  labs(title = "Account Cluster Silhouette Plot") +
  theme_minimal()
  cluster size ave.sil.width
1       1 7016          0.36
2       2 9316          0.48

This graph shows how well each individual data point fits into its assigned cluster. Most accounts clearly belong to one cluster or the other. There are few poorly assigned observations into each cluster, meaning the clusters are stable and that the groupings work well, most companies fit naturally into one of the two profiles.

MCA Biplot with Cluster Overlay

# MCA is the categorical analogue of PCA
mca_acct <- MCA(acct_df, graph = FALSE)

# Extract individual coordinates and color by cluster
mca_ind <- data.frame(mca_acct$ind$coord[, 1:2])
mca_ind$cluster <- leads_clustered$account_cluster

ggplot(mca_ind, aes(x = Dim.1, y = Dim.2, color = cluster)) +
  geom_point(alpha = 0.3, size = 0.8) +
  stat_ellipse(level = 0.7, linewidth = 1) +
  labs(title = "Account Clusters in MCA Space",
       x = paste0("Dim 1 (", round(mca_acct$eig[1, 2], 1), "%)"),
       y = paste0("Dim 2 (", round(mca_acct$eig[2, 2], 1), "%)"),
       color = "Cluster") +
  theme_minimal()

Multi Correspondence Analysis: reduces categorical variables into a 2 dimensional space. Each point on the plot is an account/lead. Their position is based on similar features like industry, manufacturing type, etc. The colors/groups are the cluster assignments. - The leads that appear close together share similar characteristics, while the leads that are far apart are more different. As shown, Cluster 1 appears more closely together than Cluster 2, where Cluster 1 has a clear focused grouping, while Cluster 2 is more mixed. Cluster 2 across the MCA space is more spread out, had less similar characteristics and wide variety of regions, company types, or incomplete information.

Key Takeaways:

  • There is structure to the data

  • There is one strong, cohesive lead segment

  • Another grouping is broader and less well-defined

Cluster Composition Heatmap

# Calculate proportion of each category level within each cluster
comp_long <- leads_clustered %>%
  select(account_cluster, acct_target_industry, acct_manufacturing_model,
         site_function_group, acct_tier_rollup, acct_territory_rollup) %>%
  pivot_longer(-account_cluster, names_to = "variable", values_to = "level") %>%
  count(account_cluster, variable, level) %>%
  group_by(account_cluster, variable) %>%
  mutate(prop = n / sum(n)) %>%
  ungroup()

# Show top levels per variable for readability
top_levels <- comp_long %>%
  group_by(variable, level) %>%
  summarise(total_n = sum(n), .groups = "drop") %>%
  group_by(variable) %>%
  slice_max(total_n, n = 6) %>%
  pull(level)

comp_filtered <- comp_long %>%
  filter(level %in% top_levels) %>%
  mutate(label = paste0(variable, ": ", level))

ggplot(comp_filtered, aes(x = account_cluster, y = label, fill = prop)) +
  geom_tile(color = "white") +
  geom_text(aes(label = scales::percent(prop, accuracy = 1)), size = 2.5) +
  scale_fill_gradient(low = "white", high = "steelblue") +
  labs(title = "Account Cluster Composition",
       x = "Cluster", y = "", fill = "Proportion") +
  theme_minimal() +
  theme(axis.text.y = element_text(size = 8))

This heat map shows the feature difference between clusters. There are two clusters represented (two account archetypes identified):

  • Cluster 1 (“Core Pharma”): Americas-dominant (57%), Pharma & BioTech (57%), In-House manufacturing (62%), Active Pharma Mfg (31%), Medium tier (60%).

  • Cluster 2 (“Diverse / Low-Info”): More geographically diverse (EMEA 27%, APAC 13%), Medium tier (54%) but more Small accounts (20% vs Cluster 1), higher Non-Mfg/Low Info (61%), more Low Info manufacturing model (60%).

  • Cluster 1 looks more ideal for pharma leads and the other, Cluster 2, is more mixed and less focused.

Conversion Rate by Account Cluster

acct_conv <- leads_clustered %>%
  group_by(account_cluster, solution_rollup) %>%
  summarise(
    n = n(),
    conversion = mean(success) * 100,
    .groups = "drop"
  )

ggplot(acct_conv, aes(x = account_cluster, y = conversion, fill = solution_rollup)) +
  geom_col(position = "dodge") +
  geom_text(aes(label = paste0(round(conversion, 1), "%\nn=", n)),
            position = position_dodge(width = 0.9), vjust = -0.3, size = 3) +
  geom_hline(yintercept = 12.7, linetype = "dashed", color = "orange", linewidth = 0.8) +
  geom_hline(yintercept = 19.7, linetype = "dashed", color = "blue", linewidth = 0.8) +
  annotate("text", x = 0.5, y = 13.5, label = "Mx avg (12.7%)", color = "orange", hjust = 0, size = 3) +
  annotate("text", x = 0.5, y = 20.5, label = "Qx avg (19.7%)", color = "blue", hjust = 0, size = 3) +
  labs(title = "Lead Conversion Rate by Account Cluster",
       subtitle = "Dashed lines show overall Mx and Qx averages",
       x = "Account Cluster", y = "Conversion Rate (%)", fill = "Product") +
  theme_minimal()

The graph shows the conversion rate by Cluster and product (MX, QX, AX).

Key conversion finding: Cluster 1 (Core Pharma) has Mx conversion of 17.7% vs Cluster 2 at 7.2%. Cluster 1 also has Qx at 31.5% vs Cluster 2 at 13.1%. The Core Pharma archetype converts at 2.5x the rate for MC.

  • Successful customers are more likely to be from Cluster 1.
  • American based Pharma/BioTech or medical device companies focused and companies with real manufacturing operations.

  • This is a major targeting signal. Winning customers follow a clear “ideal customer profile”.

Cluster Size Summary

cluster_summary <- leads_clustered %>%
  group_by(account_cluster) %>%
  summarise(
    n = n(),
    pct_of_total = round(100 * n() / nrow(leads_clustered), 1),
    mx_conversion = round(mean(success[solution_rollup == "Mx"]) * 100, 2),
    qx_conversion = round(mean(success[solution_rollup == "Qx"]) * 100, 2),
    pct_lowinfo = round(mean(site_or_mfg_lowinfo == TRUE) * 100, 1),
    .groups = "drop"
  )

cluster_summary
# A tibble: 2 × 6
  account_cluster     n pct_of_total mx_conversion qx_conversion pct_lowinfo
  <fct>           <int>        <dbl>         <dbl>         <dbl>       <dbl>
1 1                7016           43          17.7          31.5           0
2 2                9316           57           7.2          13.1          91

Medoid Profiles (Cluster Archetypes)

# The medoid is the most representative lead in each cluster
medoid_rows <- pam_acct$id.med
medoid_profiles <- leads_clustered[medoid_rows, ] %>%
  select(account_cluster, acct_target_industry, acct_manufacturing_model,
         site_function_group, acct_tier_rollup, acct_territory_rollup,
         site_or_mfg_lowinfo)

medoid_profiles
      account_cluster acct_target_industry acct_manufacturing_model
16301               1     Pharma & BioTech                 In-House
143                 2     Non-Life Science                 Low Info
      site_function_group acct_tier_rollup acct_territory_rollup
16301           Other Mfg           Medium              Americas
143    Non-Mfg / Low Info           Medium              Americas
      site_or_mfg_lowinfo
16301               FALSE
143                  TRUE

Business Translation

Each cluster represents a distinct account archetype. Compare the conversion rates above to the MX baseline of 12.7%. Clusters with above-average conversion contain the account profiles that show a strong signal for MX targeting. Clusters with very low conversion (especially those dominated by “Low Info” or “Non-Mfg”) represent targeting waste.


Analysis 2: Title-Based Role Clustering (Jaccard + Hierarchical)

We cluster the 361 binary title word indicators to discover natural “role families” among contacts. Jaccard distance is ideal for binary presence/absence data because it ignores shared zeros — two titles are not considered similar simply because they both lack the word “pharmacist.”

Prepare Title Data

# Identify title word indicator columns (binary flags from one-hot encoding)
title_word_cols <- top_features_df$feature

# Filter to rows with actual titles (not Low Info)
title_df <- leads_clustered %>%
  filter(title_lowinfo == FALSE) %>%
  select(all_of(title_word_cols))

# Convert to numeric matrix for distance computation
title_mat <- as.matrix(title_df)
storage.mode(title_mat) <- "integer"

cat("Title matrix dimensions:", dim(title_mat), "\n")
Title matrix dimensions: 10103 361 
cat("Rows with titles:", nrow(title_mat))
Rows with titles: 10103

Compute Jaccard Distance and Hierarchical Clustering

set.seed(42)

cache_file <- file.path(cache_dir, "jacc_title.rds")
if (file.exists(cache_file)) {
  cached <- readRDS(cache_file)
  jacc_dist <- cached$jacc_dist
  hc_title <- cached$hc_title
  sample_idx <- cached$sample_idx
  title_mat_sample <- title_mat[sample_idx, ]
  cat("Loaded jacc_dist, hc_title, and sample_idx from cache\n")
} else {
  # If dataset is large, sample for distance computation
  if (nrow(title_mat) > 5000) {
    sample_idx <- sample(nrow(title_mat), 5000)
    title_mat_sample <- title_mat[sample_idx, ]
    cat("Sampled", nrow(title_mat_sample), "rows for distance computation\n")
  } else {
    title_mat_sample <- title_mat
    sample_idx <- seq_len(nrow(title_mat))
  }

  # Jaccard distance for binary presence/absence data
  jacc_dist <- proxy::dist(title_mat_sample, method = "Jaccard")

  # Ward's hierarchical clustering
  hc_title <- hclust(jacc_dist, method = "ward.D2")

  saveRDS(list(jacc_dist = jacc_dist, hc_title = hc_title, sample_idx = sample_idx), cache_file)
  cat("Computed and cached jacc_dist, hc_title, and sample_idx\n")
}
Loaded jacc_dist, hc_title, and sample_idx from cache

Silhouette Analysis for Optimal k

sil_title <- sapply(3:12, function(k) {
  cl <- cutree(hc_title, k = k)
  mean(silhouette(cl, jacc_dist)[, "sil_width"])
})

sil_title_df <- data.frame(k = 3:12, avg_silhouette = sil_title)

ggplot(sil_title_df, aes(x = k, y = avg_silhouette)) +
  geom_line() +
  geom_point(size = 2) +
  geom_point(data = sil_title_df %>% filter(avg_silhouette == max(avg_silhouette)),
             color = "red", size = 4) +
  labs(title = "Title Role Clustering: Optimal k by Silhouette Width",
       x = "Number of Clusters (k)", y = "Average Silhouette Width") +
  theme_minimal()

best_k_title <- sil_title_df$k[which.max(sil_title_df$avg_silhouette)]
cat("Optimal k:", best_k_title, "with avg silhouette:", max(sil_title_df$avg_silhouette))
Optimal k: 12 with avg silhouette: 0.07545932

Similar to the silhouette graph from Analysis 1, the graph shows how good the different number of clusters are. The higher the silhouette the better separation between groups. This silhouette has very low scores (.03-.075 range) peaking at k = 12. This indicates there is weak cluster structure in job titles, meaning that job titles are very heterogeneous and don’t form tight groups.

Dendrogram

dend <- as.dendrogram(hc_title)
dend <- color_branches(dend, k = best_k_title)

plot(dend, leaflab = "none",
     main = paste0("Title Role Family Dendrogram (k=", best_k_title, ")"))

The dendrogram is showing a hierarchical clustering of job title role families. The structure shows which roles are most similar, how groups merge together, and how distinct the clusters are. The lower joins the more similar roles, while the higher joins are more different roles. The higher level merging shows that multiple subgroups merge into broader categories and that the difference between role families exist, but they are not extremely distinct. This implies that there is gradual merging rather than clear hard splits of job title groupings.

Cluster-Word Heatmap (What Each Role Family Means)

title_clusters_sample <- cutree(hc_title, k = best_k_title)

# Profile each cluster by word proportion
cluster_word_props <- title_mat_sample %>%
  as.data.frame() %>%
  mutate(cluster = factor(title_clusters_sample)) %>%
  group_by(cluster) %>%
  summarise(across(everything(), mean), .groups = "drop")

# Select top 30 most discriminating words (highest variance across clusters)
word_variance <- apply(cluster_word_props[, -1], 2, var)
top_30_words <- names(sort(word_variance, decreasing = TRUE))[1:30]

heatmap_data <- cluster_word_props %>%
  select(cluster, all_of(top_30_words)) %>%
  tibble::column_to_rownames("cluster") %>%
  as.matrix()

pheatmap(t(heatmap_data),
         main = "Role Family Profiles: Top 30 Discriminating Title Words",
         cluster_rows = TRUE, cluster_cols = FALSE,
         display_numbers = TRUE, number_format = "%.2f",
         fontsize_number = 7, fontsize_row = 9,
         color = colorRampPalette(c("white", "steelblue"))(50))

Similar to account title clustering from Analysis 1, the heat map shows the feature difference between clusters and how different job title families behave across features or outcomes. Some job title clusters will have higher values in certain features and others showing lower engagement or conversion signals. Implying that the job title impacts how leads behave. The higher managerial/director role might have higher engagement in prospecting versus an account/administrative role may have showing weaker signals.

Assign Clusters to Full Dataset

# Assign cluster labels to sampled rows, then assign remaining rows
# to nearest cluster centroid via Jaccard distance to cluster means

# Replace any NAs in title_mat with 0 (missing indicator = "not present")
title_mat[is.na(title_mat)] <- 0L

# Compute cluster centroids (mean binary vectors)
centroids <- title_mat_sample %>%
  as.data.frame() %>%
  mutate(cluster = title_clusters_sample) %>%
  group_by(cluster) %>%
  summarise(across(everything(), mean), .groups = "drop")

centroid_mat <- as.matrix(centroids[, -1])

# Assign all title rows to nearest centroid
assign_cluster <- function(row, centroids) {
  # Jaccard-like distance: 1 - (intersection / union) for binary vs continuous
  dists <- apply(centroids, 1, function(c) {
    intersection <- sum(pmin(row, c, na.rm = TRUE))
    union_val <- sum(pmax(row, c, na.rm = TRUE))
    if (is.na(union_val) || union_val == 0) return(1)
    1 - intersection / union_val
  })
  which.min(dists)
}

all_title_clusters <- apply(title_mat, 1, assign_cluster, centroids = centroid_mat)

# Add to main dataset
leads_clustered$title_cluster <- NA_integer_
title_rows <- which(leads_clustered$title_lowinfo == FALSE)
leads_clustered$title_cluster[title_rows] <- all_title_clusters
leads_clustered$title_cluster <- factor(leads_clustered$title_cluster)

table(leads_clustered$title_cluster, useNA = "ifany")

   1    2    3    4    5    6    7    8    9   10   11 <NA> 
 581  719 3382  378 1416  409  762  668  730  475  583 6229 

Conversion Rate by Role Cluster

title_conv <- leads_clustered %>%
  filter(!is.na(title_cluster)) %>%
  group_by(title_cluster, solution_rollup) %>%
  summarise(
    n = n(),
    conversion = mean(success) * 100,
    .groups = "drop"
  )

ggplot(title_conv, aes(x = title_cluster, y = conversion, fill = solution_rollup)) +
  geom_col(position = "dodge") +
  geom_text(aes(label = paste0(round(conversion, 1), "%\nn=", n)),
            position = position_dodge(width = 0.9), vjust = -0.3, size = 3) +
  geom_hline(yintercept = 12.7, linetype = "dashed", color = "orange") +
  geom_hline(yintercept = 19.7, linetype = "dashed", color = "blue") +
  labs(title = "Lead Conversion by Title Role Family",
       subtitle = "Dashed lines: Mx avg (orange) and Qx avg (blue)",
       x = "Role Cluster", y = "Conversion Rate (%)", fill = "Product") +
  theme_minimal()

This graph shows which job title converts more often by product. There are job titles/roles that are much more likely to convert. Targeting the right role matters as much as targeting the right company.

Key conversion finding: Cluster 3 (quality-focused) has the highest MX conversion at 15.2% with n=734 — above the 12.7% MX average. Cluster 5 also shows MX at 11.7% (n=539). Clusters 8 and 9 (IT-focused) have near-zero MX conversion. The quality/assurance role family is the strongest MX conversion signal from titles.

t-SNE Visualization

set.seed(42)

# t-SNE on the sampled title data
tsne_result <- Rtsne(jacc_dist, is_distance = TRUE, perplexity = 30, dims = 2)

tsne_df <- data.frame(
  x = tsne_result$Y[, 1],
  y = tsne_result$Y[, 2],
  cluster = factor(title_clusters_sample)
)

ggplot(tsne_df, aes(x = x, y = y, color = cluster)) +
  geom_point(alpha = 0.4, size = 0.8) +
  labs(title = "Title Role Families in t-SNE Space",
       x = "t-SNE 1", y = "t-SNE 2", color = "Role Cluster") +
  theme_minimal()

This graph shows visual clusters of leads based on features/job titles. There are some spatial separation of clusters but there is significant overlap, which is consistent with the low silhouette scores, in Analysis 1 Title Role Clustering Silhouette. The clusters have weaker structure and don’t form tight groups.

Role Family Summary Table

# For each cluster, show top 5 defining words and conversion rates
role_summary <- leads_clustered %>%
  filter(!is.na(title_cluster)) %>%
  group_by(title_cluster) %>%
  summarise(
    n = n(),
    mx_conversion = round(mean(success[solution_rollup == "Mx"]) * 100, 2),
    qx_conversion = round(mean(success[solution_rollup == "Qx"]) * 100, 2),
    .groups = "drop"
  )

# Add top words from the heatmap data
top_words_per_cluster <- cluster_word_props %>%
  pivot_longer(-cluster, names_to = "word", values_to = "prop") %>%
  group_by(cluster) %>%
  slice_max(prop, n = 5) %>%
  summarise(top_words = paste(word, collapse = ", "), .groups = "drop")

role_summary <- role_summary %>%
  left_join(top_words_per_cluster, by = c("title_cluster" = "cluster"))

role_summary
# A tibble: 11 × 5
   title_cluster     n mx_conversion qx_conversion top_words                    
   <fct>         <int>         <dbl>         <dbl> <chr>                        
 1 1               581         14.1          19.1  president, vice, quality, su…
 2 2               719         15.2          25.6  engineer, quality, senior, s…
 3 3              3382         28.2          37.6  quality, manager, assurance,…
 4 4               378          8.33         21.3  regulatory, affairs, quality…
 5 5              1416         11.7          22.9  director, quality, success, …
 6 6               409          6.67         12.8  quality, assurance, speciali…
 7 7               762         10.6          20.2  senior, manager, quality, di…
 8 8               668          0             0.51 manager, project, success, s…
 9 9               730          4.71          6.88 success, manager, developmen…
10 10              475         18.5          26.4  officer, chief, executive, s…
11 11              583          9.17         26.5  head, quality, operations, s…

Business Translation

Each role cluster represents a distinct job function family. The conversion rates above reveal which role families are most receptive to MX vs. QX. The sales team can use these role families as targeting criteria — for example, if “Operations/Manufacturing Directors” convert at 20%+ for MX while “Quality Specialists” convert at only 8%, that directly informs outbound prospecting priorities.


Analysis 3: MX-Specific Lead Profile Clustering (MCA + k-means)

This is the most directly actionable analysis. We focus exclusively on MX leads and cluster them using all available features to find distinct lead profiles, then rank profiles by conversion rate.

MCA (Multiple Correspondence Analysis) is used for dimensionality reduction — the categorical equivalent of PCA — followed by k-means on the resulting continuous dimensions.

Prepare MX Data

mx_leads <- leads_clustered %>%
  filter(solution_rollup == "Mx") %>%
  mutate(
    # Group manufacturing model to top 8 + Other + Low Info
    mfg_model_group = fct_lump_n(acct_manufacturing_model, n = 8,
                                  other_level = "Other"),
    # Group priority into 4 levels
    priority_group = case_when(
      str_detect(priority, "P1 - (Video|Live|Webinar) Demo|P1 - Website Pricing") ~ "P1 High-Intent",
      str_detect(priority, "P1 - Contact Us|P1 - MQL|P1 - Discount") ~ "P1 Standard",
      priority == "Priority 1" ~ "P1 Standard",
      priority == "Priority 2" ~ "P2",
      TRUE ~ "Low/No Priority"
    ),
    priority_group = factor(priority_group)
  )

# Select clustering features
mx_cluster_df <- mx_leads %>%
  select(acct_target_industry, mfg_model_group, site_function_group,
         acct_tier_rollup, acct_territory_rollup,
         last_tactic_campaign_channel, priority_group,
         site_or_mfg_lowinfo, title_lowinfo) %>%
  mutate(across(everything(), as.factor))

cat("Mx leads for clustering:", nrow(mx_cluster_df), "\n")
Mx leads for clustering: 4125 
cat("Features:", ncol(mx_cluster_df))
Features: 9

MCA Dimensionality Reduction

mca_mx <- MCA(mx_cluster_df, graph = FALSE)

# Screeplot: how many dimensions to retain?
fviz_screeplot(mca_mx, addlabels = TRUE, ncp = 15) +
  labs(title = "MCA Screeplot: Mx Leads") +
  theme_minimal()

# Cumulative inertia
cum_inertia <- cumsum(mca_mx$eig[, 2])
# If 70% inertia is never reached, use all available dimensions
if (any(cum_inertia >= 70)) {
  n_dim <- min(which(cum_inertia >= 70))
} else {
  n_dim <- length(cum_inertia)
}
cat("Dimensions to retain (>=70% inertia):", n_dim, "\n")
Dimensions to retain (>=70% inertia): 22 
cat("Cumulative inertia at", n_dim, "dims:", round(cum_inertia[min(n_dim, length(cum_inertia))], 1), "%")
Cumulative inertia at 22 dims: 71.4 %

This graph displays each MCA dimension and the percentage of variance explained by each dimension. The higher the variance the more important dimension. Dimension 1 explains only 8.6% and captures the main patterns in MX leads characteristics. The visible drop-off after the initial dimensions suggests that most meaningful segmentation can be represented in a 2-3 dimensional space.

MCA Variable Biplot

fviz_mca_var(mca_mx, repel = TRUE, col.var = "contrib",
             gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07")) +
  labs(title = "MCA Variable Map: Which Category Levels Co-Occur for Mx Leads") +
  theme_minimal()

The MCA Variable Biplot captures how categorical variable levels relate to each other in reduced-dimensional space. Each point represents a level (industry = Pharma, region = Americas, manufacturing type, job title etc). The distance between the points means the closer to each other the more similar or frequently occurring to each other. The further apart the points are, the more different they are to each other. The clusters that appear closer together tend to be the same type of leads. The points positioned far from the origin act as a strong differentiators between lead types, while centrally located variables contribute less to segmentation.

Optimal k for k-means on MCA Scores

# Cap at available dimensions (MCA may produce fewer than n_dim)
n_avail <- ncol(mca_mx$ind$coord)
mca_coords <- mca_mx$ind$coord[, 1:min(n_dim, n_avail, 15)]

# Silhouette method
fviz_nbclust(mca_coords, kmeans, method = "silhouette", k.max = 8) +
  labs(title = "Mx Lead Clustering: Optimal k (Silhouette)") +
  theme_minimal()

Similar to the other silhouette analyses, the graph shows how good the different number of clusters are. Cluster 6 has the highest silhouette score of .35. The range is pretty low from (0.0-0.35). Additionally, similarly to the silhouette analysis in Analysis 2 - Title Job Silhouette, the clustering is weak and doesn’t have strong structure per the low scoring range. There are lead segments but have some overlap.

Fit k-means

set.seed(42)

cache_file <- file.path(cache_dir, "kmeans_mx.rds")
if (file.exists(cache_file)) {
  cached <- readRDS(cache_file)
  sil_km <- cached$sil_km
  km_mx <- cached$km_mx
  cat("Loaded km_mx from cache\n")
} else {
  # Use silhouette-optimal k
  sil_km <- sapply(2:8, function(k) {
    km <- kmeans(mca_coords, centers = k, nstart = 25)
    mean(silhouette(km$cluster, dist(mca_coords))[, "sil_width"])
  })

  best_k_mx <- (2:8)[which.max(sil_km)]
  km_mx <- kmeans(mca_coords, centers = best_k_mx, nstart = 25)

  saveRDS(list(sil_km = sil_km, km_mx = km_mx), cache_file)
  cat("Computed and cached km_mx\n")
}
Loaded km_mx from cache
best_k_mx <- (2:8)[which.max(sil_km)]
cat("Optimal k for Mx clustering:", best_k_mx, "\n")
Optimal k for Mx clustering: 6 
mx_leads$mx_cluster <- factor(km_mx$cluster)

Mx Cluster Individuals in MCA Space

mca_plot_df <- data.frame(
  Dim1 = mca_coords[, 1],
  Dim2 = mca_coords[, 2],
  cluster = mx_leads$mx_cluster
)

ggplot(mca_plot_df, aes(x = Dim1, y = Dim2, color = cluster)) +
  geom_point(alpha = 0.4, size = 1) +
  stat_ellipse(level = 0.7, linewidth = 1) +
  labs(title = "Mx Lead Clusters in MCA Space",
       x = paste0("Dim 1 (", round(mca_mx$eig[1, 2], 1), "%)"),
       y = paste0("Dim 2 (", round(mca_mx$eig[2, 2], 1), "%)"),
       color = "Mx Cluster") +
  theme_minimal()

Similar to the Title Job Clusters in MCA Space in Analysis 1, the MCA space reduces categorical variables into a 2 dimensional space. Each point on the plot is an account/lead. The position is based in similarity based on attributes and the color/group is each cluster assignment. As we can see, there are multiple clusters that overlap supporting the fact that the clustering is weak with not a strong distinction between each cluster.

Mx Conversion Rate by Cluster

mx_conv <- mx_leads %>%
  group_by(mx_cluster) %>%
  summarise(
    n = n(),
    pct_of_mx = round(100 * n() / nrow(mx_leads), 1),
    conversion = round(mean(success) * 100, 2),
    .groups = "drop"
  ) %>%
  arrange(desc(conversion))

ggplot(mx_conv, aes(x = reorder(mx_cluster, -conversion), y = conversion,
                     fill = conversion > 12.7)) +
  geom_col() +
  geom_text(aes(label = paste0(conversion, "%\nn=", n, " (", pct_of_mx, "%)")),
            vjust = -0.3, size = 3.5) +
  geom_hline(yintercept = 12.7, linetype = "dashed", color = "red", linewidth = 0.8) +
  annotate("text", x = 0.5, y = 13.5, label = "Mx avg: 12.7%", color = "red",
           hjust = 0, size = 3) +
  scale_fill_manual(values = c("TRUE" = "steelblue", "FALSE" = "grey60"),
                    guide = "none") +
  labs(title = "Mx Lead Conversion Rate by Cluster",
       subtitle = "Blue = above Mx average, Grey = below",
       x = "Mx Cluster (ordered by conversion)", y = "Conversion Rate (%)") +
  theme_minimal()

mx_conv
# A tibble: 6 × 4
  mx_cluster     n pct_of_mx conversion
  <fct>      <int>     <dbl>      <dbl>
1 5            680      16.5      20.4 
2 6            186       4.5      18.8 
3 2           1455      35.3      15.3 
4 3            930      22.5      12.4 
5 1             53       1.3      11.3 
6 4            821      19.9       1.95

This graph shows the conversion rate of MX product by each lead cluster. Some clusters are more likely to convert than others. Cluster 5 has the highest conversion rate of 16.5%, - Key conversion finding: Cluster 4 represents ~20% of all MX leads but converts at only 2%. These 821 leads are likely targeting waste. Meanwhile, Clusters 5+6+2 (56.3% of leads) convert at 15–21%, well above the 12.7% average. Profiling what distinguishes Cluster 4 from Cluster 5 would directly inform targeting improvements. With Cluster 5 having the highest conversion rate of 16.5%, and in Analysis 1 Cluster 1 (Core Pharma) had a conversion rate of 17.7%, this lines up to suggest that Cluster 5 in this analysis has similarities to Cluster 1 (Core Pharma).

Mx Cluster Profile Summary

# For each cluster, show the dominant category in each feature
mx_profiles <- mx_leads %>%
  group_by(mx_cluster) %>%
  summarise(
    n = n(),
    conversion = round(mean(success) * 100, 2),
    top_industry = names(sort(table(acct_target_industry), decreasing = TRUE))[1],
    top_mfg_model = names(sort(table(mfg_model_group), decreasing = TRUE))[1],
    top_site_fn = names(sort(table(site_function_group), decreasing = TRUE))[1],
    top_tier = names(sort(table(acct_tier_rollup), decreasing = TRUE))[1],
    top_territory = names(sort(table(acct_territory_rollup), decreasing = TRUE))[1],
    top_channel = names(sort(table(last_tactic_campaign_channel), decreasing = TRUE))[1],
    top_priority = names(sort(table(priority_group), decreasing = TRUE))[1],
    pct_lowinfo = round(mean(site_or_mfg_lowinfo == TRUE) * 100, 1),
    .groups = "drop"
  ) %>%
  arrange(desc(conversion))

mx_profiles
# A tibble: 6 × 11
  mx_cluster     n conversion top_industry    top_mfg_model top_site_fn top_tier
  <fct>      <int>      <dbl> <chr>           <chr>         <chr>       <chr>   
1 5            680      20.4  Medical Device  In-House      Med Device… Medium  
2 6            186      18.8  Pharma & BioTe… In-House      Non-Mfg / … Medium  
3 2           1455      15.3  Pharma & BioTe… In-House      Active Pha… Medium  
4 3            930      12.4  Non-Life Scien… Low Info      Non-Mfg / … Medium  
5 1             53      11.3  Low Info        Low Info      Non-Mfg / … Other   
6 4            821       1.95 Pharma & BioTe… Low Info      Non-Mfg / … Medium  
# ℹ 4 more variables: top_territory <chr>, top_channel <chr>,
#   top_priority <chr>, pct_lowinfo <dbl>

Business Translation

The clusters above represent distinct MX lead archetypes. The highest-converting cluster(s) reveal the “golden MX profile” — the combination of industry, company type, channel, and priority that sales should prioritize. Low-converting clusters (especially those with high % Low Info) represent leads where current targeting is inefficient. If MasterControl shifts MX outreach toward the highest-converting cluster, the overall MX progression rate can move toward the 16-18% target.


Analysis 4: Success Profile Clustering — ICP Discovery (Gower + PAM)

We cluster ONLY successful MX leads (SQL/SQO/Won) to reverse-engineer the Ideal Customer Profile. With only ~529 successes, PAM is ideal — the medoid of each cluster is a real winning lead that serves as a concrete archetype.

Prepare Successful Mx Leads

mx_success <- leads_clustered %>%
  filter(solution_rollup == "Mx",
         next_stage_c %in% c("SQL", "SQO", "Won")) %>%
  mutate(
    mfg_model_group = fct_lump_n(acct_manufacturing_model, n = 8,
                                  other_level = "Other"),
    priority_group = case_when(
      str_detect(priority, "P1 - (Video|Live|Webinar) Demo|P1 - Website Pricing") ~ "P1 High-Intent",
      str_detect(priority, "P1 - Contact Us|P1 - MQL|P1 - Discount") ~ "P1 Standard",
      priority == "Priority 1" ~ "P1 Standard",
      priority == "Priority 2" ~ "P2",
      TRUE ~ "Low/No Priority"
    )
  )

cat("Successful Mx leads:", nrow(mx_success))
Successful Mx leads: 533

Select ICP Features

# Top title word indicators for ICP analysis
top_title_words <- c("quality", "manager", "director", "operations",
                     "manufacturing", "regulatory", "vice", "president",
                     "engineer", "senior", "compliance", "systems",
                     "specialist", "chief", "lead")

# Only include title words that exist in the dataset
available_title_words <- intersect(top_title_words, names(mx_success))

icp_df <- mx_success %>%
  select(acct_target_industry, mfg_model_group, site_function_group,
         acct_tier_rollup, acct_territory_rollup,
         last_tactic_campaign_channel, priority_group,
         all_of(available_title_words)) %>%
  mutate(across(where(is.character), as.factor),
         across(where(is.numeric), as.factor))

cat("ICP features:", ncol(icp_df), "\n")
ICP features: 22 
cat("Successful Mx leads:", nrow(icp_df))
Successful Mx leads: 533

Gower Distance + Optimal k

cache_file <- file.path(cache_dir, "gower_icp.rds")
if (file.exists(cache_file)) {
  cached <- readRDS(cache_file)
  gower_icp <- cached$gower_icp
  sil_icp <- cached$sil_icp
  cat("Loaded gower_icp and sil_icp from cache\n")
} else {
  gower_icp <- daisy(icp_df, metric = "gower")

  sil_icp <- sapply(2:6, function(k) {
    pam_fit <- pam(gower_icp, k = k, diss = TRUE)
    pam_fit$silinfo$avg.width
  })

  saveRDS(list(gower_icp = gower_icp, sil_icp = sil_icp), cache_file)
  cat("Computed and cached gower_icp and sil_icp\n")
}
Loaded gower_icp and sil_icp from cache
sil_icp_df <- data.frame(k = 2:6, avg_silhouette = sil_icp)

ggplot(sil_icp_df, aes(x = k, y = avg_silhouette)) +
  geom_line() +
  geom_point(size = 2) +
  geom_point(data = sil_icp_df %>% filter(avg_silhouette == max(avg_silhouette)),
             color = "red", size = 4) +
  labs(title = "ICP Clustering: Optimal k by Silhouette Width",
       x = "Number of Clusters (k)", y = "Average Silhouette Width") +
  theme_minimal()

best_k_icp <- sil_icp_df$k[which.max(sil_icp_df$avg_silhouette)]
cat("Optimal k for ICP:", best_k_icp, "with avg silhouette:", max(sil_icp_df$avg_silhouette))
Optimal k for ICP: 2 with avg silhouette: 0.09993155

Similar to other silhouette analyses, the silhouette range is very low (~.1 to .1). The successful leads don’t form distinct internal clusters. They are relatively homogeneous, which makes sense; successful leads share a common profile. The optimal k value is 2 with a score of .1.

Fit PAM and Extract ICPs

pam_icp <- pam(gower_icp, k = best_k_icp, diss = TRUE)

mx_success$icp_cluster <- factor(pam_icp$clustering)

# Silhouette plot
fviz_silhouette(pam_icp) +
  labs(title = "ICP Cluster Silhouette Plot") +
  theme_minimal()
  cluster size ave.sil.width
1       1  366          0.09
2       2  167          0.13

This graph shows how well each individual data point fits into its assigned cluster. At k = 2 (2 clusters) and a score of .1. As stated in the previous analysis plot, having a score of .1 indicates weak separation between clusters. This suggests that successful leads do not naturally split into clearly distinct subgroups, instead appear relatively homogeneous, which aligns with what was stated in analysis 1 that successful leads share a consistent customer profile.

ICP Archetype Table (Medoid Profiles)

# Each medoid IS a real winning Mx lead — the concrete archetype
medoid_icp_rows <- pam_icp$id.med
icp_archetypes <- mx_success[medoid_icp_rows, ] %>%
  select(icp_cluster, acct_target_industry, mfg_model_group, site_function_group,
         acct_tier_rollup, acct_territory_rollup,
         last_tactic_campaign_channel, priority_group,
         contact_lead_title)

icp_archetypes
    icp_cluster acct_target_industry mfg_model_group site_function_group
457           1       Medical Device        In-House           Other Mfg
527           2     Pharma & BioTech            CDMO   Active Pharma Mfg
    acct_tier_rollup acct_territory_rollup last_tactic_campaign_channel
457           Medium              Americas                   Online Ads
527           Medium              Americas                          SEO
    priority_group    contact_lead_title
457    P1 Standard              Low Info
527    P1 Standard research scientist ii

ICP Cluster Composition vs. Overall MX Population

# Compare: what % of successful Mx leads are in each category vs. all Mx leads?
mx_all_with_cluster <- leads_clustered %>%
  filter(solution_rollup == "Mx") %>%
  mutate(
    mfg_model_group = fct_lump_n(acct_manufacturing_model, n = 8, other_level = "Other")
  )

compare_vars <- c("acct_target_industry", "site_function_group", "acct_tier_rollup",
                   "acct_territory_rollup")

comparison_data <- bind_rows(
  mx_all_with_cluster %>%
    select(all_of(compare_vars)) %>%
    pivot_longer(everything(), names_to = "variable", values_to = "level") %>%
    count(variable, level) %>%
    group_by(variable) %>%
    mutate(prop = n / sum(n), group = "All Mx Leads") %>%
    ungroup(),
  mx_success %>%
    select(all_of(compare_vars)) %>%
    pivot_longer(everything(), names_to = "variable", values_to = "level") %>%
    count(variable, level) %>%
    group_by(variable) %>%
    mutate(prop = n / sum(n), group = "Successful Mx Leads") %>%
    ungroup()
)

ggplot(comparison_data, aes(x = level, y = prop, fill = group)) +
  geom_col(position = "dodge") +
  facet_wrap(~ variable, scales = "free_x") +
  scale_y_continuous(labels = scales::percent) +
  labs(title = "Successful Mx Leads vs. All Mx Leads: Feature Distribution",
       subtitle = "Over-representation in 'Successful' group = targeting signal",
       x = "", y = "Proportion", fill = "") +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1, size = 8))

This table shows how frequently each attribute appears in successful MX leads versus Overall population of MX leads. The goal is to identify which characteristics are over-represented and associated with success and those that are under-represented and less likely to convert.

  • Americas territory has a 53% representation among all MX leads and has a 62% representation of successfully converted MX leads. Leads from America convert more often than expected.

  • APAC and Oceania have a 21% representation among all MX leads and a 14% representation of all successful MX leads. Companies in these regions convert less often.

  • Medical device industry and Small Tier have similar distributions, 22% representation among all MX leads and 27% and 29% representation among all successful MX leads respectively.

  • Large Tier organizations have a really low representation. These companies are less likely to convert.

  • Manufacturing (site function) have a 21% representation among all MX leads and a 35% representation of all successful MX leads. This can be a strong targeting signal.

  • Non-Manufacturing or Low Info companies have a 47% representation of all MX leads and a 27% of all successful MX leads. They have a higher representation, close to Americas territory, but convert significantly less. Almost half as many convert. This is also a strong negative signal.

The bar plots faceted over features/characteristics shows the proportion of all MX leads and successful MX leads per characteristic, similar to the table above but in graph form.

ICP Cluster Summary

icp_summary <- mx_success %>%
  group_by(icp_cluster) %>%
  summarise(
    n = n(),
    pct_of_winners = round(100 * n() / nrow(mx_success), 1),
    top_industry = names(sort(table(acct_target_industry), decreasing = TRUE))[1],
    top_mfg = names(sort(table(mfg_model_group), decreasing = TRUE))[1],
    top_site_fn = names(sort(table(site_function_group), decreasing = TRUE))[1],
    top_tier = names(sort(table(acct_tier_rollup), decreasing = TRUE))[1],
    top_territory = names(sort(table(acct_territory_rollup), decreasing = TRUE))[1],
    top_channel = names(sort(table(last_tactic_campaign_channel), decreasing = TRUE))[1],
    .groups = "drop"
  )

icp_summary
# A tibble: 2 × 9
  icp_cluster     n pct_of_winners top_industry     top_mfg top_site_fn top_tier
  <fct>       <int>          <dbl> <chr>            <chr>   <chr>       <chr>   
1 1             366           68.7 Medical Device   In-Hou… Other Mfg   Medium  
2 2             167           31.3 Pharma & BioTech CDMO    Active Pha… Medium  
# ℹ 2 more variables: top_territory <chr>, top_channel <chr>

ICP summary: The ideal MX customer is an Americas-based, small-to-medium, Pharma/BioTech or Medical Device company with an actual manufacturing function (not Non-Mfg/Low Info). The Non-Mfg/Low Info segment is the single biggest drag on MX conversion — it’s 47% of all MX leads but significantly under-represented among successes.

Business Translation

Each ICP cluster is a data-driven Ideal Customer Profile for MX. The medoid archetype gives the sales team a concrete example: “This exact type of lead, with this title, at this type of company, arriving via this channel, converted.” The comparison chart shows which attributes are over-represented among winners relative to all MX leads — these are the attributes to prioritize in targeting. If 60% of current MX leads match no ICP cluster, that quantifies the targeting waste and the opportunity for improvement.

Results Overview Summary

Data Problems:

  • Missing data was not random and has a pattern; ‘Low Info’ records represent incomplete enrichment or lead source characteristics and should be treated as predictive signals rather than removed from the dataset.

  • Missing site/manufacturing was found to most likely come from small tier, which contracts our Ideal Customer Profile Cluster analysis which states small-to-medium tier is best. This will be further analyzed when we perform modeling on the dataset to gain firmer confirmation.

  • High variability in job titles created noise; standardizing titles and using bi-grams improved feature clarity and reduced job title complexity for modeling.

  • We are grouping these leads together and should be treated as a signal rather than these be excluded from the analysis.

  • As stated in the analysis, ‘Missing Info or Low Info’ leads pattern is telling us something about the lead itself and how it entered the system. In practice, missing enrichment can be treated like a warning sign that the lead may be lower quality or less well-qualified, or that the channel/source collects less complete information.

Strong Relationship Identified:

  • Industry alignment and manufacturing site function show the strongest relationship with MX conversion, particularly Pharma/Bio Tech and Medical Device organizations with operational manufacturing relevance.

  • ‘Low Info’ groups leading to a low conversion rate are a strong negative indicator.

Structural Patterns from Clustering:

  • Successful leads are relatively homogeneous (ow silhouette score of .1) suggesting a consistent ideal customer profile (ICP) rather than multiple distinct ideal customer profile subgroups.

  • The ideal MX customer profile is clear; Americas-based, small-to-medium, Pharma/Bio Tech or Medical Device companies.

Impact on Analytics Approach:

  • Targeting the right job title matters as much as targeting the right company/industry.

  • Job title and industry will be the key components in our analytic approach to ensure we are targeting leads that are most likely to convert.

  • Missing/Low Info indicators will be retained allowing models to learn relationships between enrichment quality and conversion outcomes.

  • During modeling, looking we include Small Tier companies and their likelihood of converting to ensure consistency.